Professor Keith Worden

School of Mechanical, Aerospace and Civil Engineering

Professor of Mechanical Engineering

K.Worden@sheffield.ac.uk
+44 114 222 7758

Sir Frederick Mappin Building

Full contact details

Professor Keith Worden
School of Mechanical, Aerospace and Civil Engineering
Sir Frederick Mappin Building
Mappin Street
Sheffield
S1 3JD

Profile: Professor Worden began academic life as a theoretical physicist, with a degree from York University and a PhD in Mechanical Engineering from Heriot-Watt University eventually followed.

A period of research at Manchester University led to an appointment at the University of Sheffield in 1995, where he has happily remained since.

Research interests

Keith's research is concerned with applications of advanced signal processing and machine learning methods to structural dynamics. The primary application is in the aerospace industry, although there has also been interaction with ground transport and offshore industries.

One of the research themes concerns non-linear systems. The research conducted here is concerned with assessing the importance of non-linear modelling within a given context and formulating appropriate methods of analysis. The analysis of non-linear systems can range from the fairly pragmatic to the extremes of mathematical complexity. The emphasis within the research group here is on the pragmatic and every attempt is made to maintain contact with engineering necessity.

Another major activity within the research group concerns structural health monitoring for aerospace systems and structures. The research is concerned with developing automated systems for inspection and diagnosis, with a view to reducing the cost-of-ownership of these high integrity structures.

The methods used are largely adapted from pattern recognition and machine learning; often the algorithms make use of biological concepts e.g. neural networks, genetic algorithms and ant-colony metaphors. The experimental approaches developed range from global inspection using vibration analysis to local monitoring using ultrasound.

Publications

Books

Maia NMM, Maio DD, Carrella A, Marulo F, Zang C, Cooper JE, Worden K & Silva TAN (2024) Structural Dynamics in Engineering Design. Wiley.
Allen D, Loakes D & Tebby J (2016) Preface. Royal Society of Chemistry.
Holford KM, Brandon JA, Dulieu-Barton JM, Gilchrist MD & Worden K (2001) Key Engineering Materials: Preface.

Journal articles

Giglioni V, Poole J, Mills R, Venanzi I, Ubertini F & Worden K (2025) Transfer learning in bridge monitoring: Laboratory study on domain adaptation for population-based SHM of multispan continuous girder bridges. Mechanical Systems and Signal Processing, 224, 112151-112151.
Zhang S, Wang T, Worden K, Sun L & Cross EJ (2025) Canonical-correlation-based fast feature selection for structural health monitoring. Mechanical Systems and Signal Processing, 223, 111895-111895.
Battu RS, Agathos K, Londoño Monsalve JM, Worden K & Papatheou E (2025) Combining transfer learning and numerical modelling to deal with the lack of training data in data-based SHM. Journal of Sound and Vibration, 595, 118710-118710.
Brennan DS, Gosliga J, Cross EJ & Worden K (2025) Foundations of population-based SHM, Part V: Network, framework and database. Mechanical Systems and Signal Processing, 223, 111602-111602.
Kamariotis A, Chatzi E, Straub D, Dervilis N, Goebel K, Hughes AJ, Lombaert G, Papadimitriou C, Papakonstantinou KG, Pozzi M , Todd M et al (2024) Monitoring-supported value generation for managing structures and infrastructure systems. Data-Centric Engineering, 5.
Bunce A, Brennan DS, Ferguson A, O'Higgins C, Taylor S, Cross EJ, Worden K, Brownjohn J & Hester D (2024) On population-based structural health monitoring for bridges: Comparing similarity metrics and dynamic responses between sets of bridges. Mechanical Systems and Signal Processing, 216, 111501-111501.
Delo G, Mattone M, Surace C & Worden K (2024) Novelty detection across a small population of real structures: A negative selection approach. Journal of Physics: Conference Series, 2647(19), 192004-192004.
Giglioni V, Poole J, Venanzi I, Ubertini F, Dervilis N & Worden K (2024) An Application of Domain Adaptation for Population-Based Structural Health Monitoring. Journal of Physics: Conference Series, 2647(18), 182027-182027.
Bee S, Poole J, Worden K, Dervilis N & Bull L (2024) Multitask feature selection within structural datasets. Data-Centric Engineering, 5. View this article in WRRO
Tsialiamanis G, Sbarufatti C, Dervilis N & Worden K (2024) On a meta-learning population-based approach to damage prognosis. Mechanical Systems and Signal Processing, 209, 111119-111119.
Giglioni V, Poole J, Venanzi I, Ubertini F & Worden K (2024) A domain adaptation approach to damage classification with an application to bridge monitoring. Mechanical Systems and Signal Processing, 209, 111135-111135.
Lindley CA, Jones MR, Rogers TJ, Cross EJ, Dwyer-Joyce RS, Dervilis N & Worden K (2024) A probabilistic approach for acoustic emission based monitoring techniques: With application to structural health monitoring. Mechanical Systems and Signal Processing, 208, 110958-110958.
Dardeno TA, Worden K, Dervilis N, Mills RS & Bull LA (2024) On the hierarchical Bayesian modelling of frequency response functions. Mechanical Systems and Signal Processing, 208, 111072-111072.
Stolze FHG, Worden K, Manson G & Staszewski WJ (2024) Phase/frequency analysis of diffuse Lamb-wave field for fatigue-crack detection in an aluminium multi-riveted strap joint aircraft panel. Measurement, 224, 113884-113884.
Giglioni V, Poole J, Mills R, Venanzi I, Ubertini F & Worden K (2024) On the application of domain adaptation for knowledge transfer and damage detection across bridge spans: an experimental case study. Procedia Structural Integrity, 62, 887-894.
Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) Towards a population-informed approach to the definition of data-driven models for structural dynamics. Mechanical Systems and Signal Processing, 200, 110581-110581.
Giglioni V, Poole J, Venanzi I, Ubertini F & Worden K (2023) On the use of domain adaptation techniques for bridge damage detection in a changing environment. ce/papers, 6(5), 975-980. View this article in WRRO
Nayek R, Abdessalem AB, Dervilis N, Cross EJ & Worden K (2023) Identification of piecewise-linear mechanical oscillators via Bayesian model selection and parameter estimation. Mechanical Systems and Signal Processing, 196, 110300-110300.
Stolze FHG, Worden K, Manson G & Staszewski WJ (2023) Fatigue-crack detection in a multi-riveted strap-joint aluminium aircraft panel using amplitude characteristics of diffuse Lamb wave field. Materials, 16(4).
Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2022) On the dynamic properties of statistically-independent nonlinear normal modes. Mechanical Systems and Signal Processing, 181, 109510-109510.
Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) On robust risk-based active-learning algorithms for enhanced decision support. Mechanical Systems and Signal Processing, 181, 109502-109502.
Brennan DS, Gosliga J, Gardner P, Mills RS & Worden K (2022) On the application of population-based structural health monitoring in aerospace engineering. Frontiers in Robotics and AI, 9. View this article in WRRO
Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2022) Modelling variability in vibration-based PBSHM via a generalised population form. Journal of Sound and Vibration, 538, 117227-117227.
Wang T, Barthorpe R, Wagg D & Worden K (2022) On improved fail-safe sensor distributions for a structural health monitoring system. Data-Centric Engineering, 3. View this article in WRRO
Gowdridge T, Dervilis N & Worden K (2022) On topological data analysis for structural dynamics: an introduction to persistent homology. ASME Open Journal of Engineering, 1.
Lin W, Worden K, Maguire AE & Cross EJ (2022) A mapping method for anomaly detection in a localized population of structures. Data-Centric Engineering, 3. View this article in WRRO
Ritto TG, Worden K, Wagg DJ, Rochinha FA & Gardner P (2022) A transfer learning-based digital twin for detecting localised torsional friction in deviated wells. Mechanical Systems and Signal Processing, 173, 109000-109000.
Bull LA, Dervilis N, Worden K, Cross EJ & Rogers TJ (2022) A sampling-based approach for information-theoretic inspection management. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 478(2262).
Haywood-Alexander M, Dervilis N, Worden K, Dobie G & Rogers TJ (2022) Informative bayesian tools for damage localisation by decomposition of lamb wave signals. Journal of Sound and Vibration, 117063.
Gardner P, Bull LA, Dervilis N & Worden K (2022) Domain-adapted Gaussian mixture models for population-based structural health monitoring. Journal of Civil Structural Health Monitoring.
Gosliga J, Hester D, Worden K & Bunce A (2022) On population-based structural health monitoring for bridges. Mechanical Systems and Signal Processing, 173.
Gardner P, Bull LA, Dervilis N & Worden K (2022) On the application of kernelised Bayesian transfer learning to population-based structural health monitoring. Mechanical Systems and Signal Processing, 167, 108519-108519.
Tsialiamanis G, Champneys MD, Dervilis N, Wagg DJ & Worden K (2022) On the application of generative adversarial networks for nonlinear modal analysis. Mechanical Systems and Signal Processing, 166, 108473-108473.
Gardner P, Bull LA, Gosliga J, Poole J, Dervilis N & Worden K (2022) A population-based SHM methodology for heterogeneous structures : transferring damage localisation knowledge between different aircraft wings. Mechanical Systems and Signal Processing, 172. View this article in WRRO
Gonzaga P, Toft H, Worden K, Dervilis N, Bernhammer L, Stevanovic N & Gonzales A (2022) Impact of blade structural and aerodynamic uncertainties on wind turbine loads. Wind Energy. View this article in WRRO
Rooker T, Stammers J, Worden K, Potts G, Kerrigan K & Dervilis N (2022) Error motion trajectory-driven diagnostics of kinematic and non-kinematic machine tool faults. Mechanical Systems and Signal Processing, 164. View this article in WRRO
Jones MR, Rogers TJ, Worden K & Cross EJ (2022) A Bayesian methodology for localising acoustic emission sources in complex structures. Mechanical Systems and Signal Processing, 163.
Nayek R, Fuentes R, Worden K & Cross E (2021) On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression. Mechanical Systems and Signal Processing, 161. View this article in WRRO
Bull LA, Gardner PA, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) Bayesian modelling of multivalued power curves from an operational wind farm. Mechanical Systems and Signal Processing, 108530-108530.
Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2021) On generative models as the basis for digital twins. Data-Centric Engineering, 2.
Tsialiamanis G, Mylonas C, Chatzi E, Dervilis N, Wagg DJ & Worden K (2021) Foundations of population-based SHM, Part IV : the geometry of spaces of structures and their feature spaces. Mechanical Systems and Signal Processing, 157.
Haywood-Alexander M, Dervilis N, Worden K, Cross E, Mills R & Rogers T (2021) Structured machine learning tools for modelling characteristics of guided waves. Mechanical Systems and Signal Processing, 156. View this article in WRRO
Bull LA, Gardner PA, Dervilis N, Papatheou E, Haywood-Alexander M, Mills RS & Worden K (2021) On the transfer of damage detectors between structures: An experimental case study. Journal of Sound and Vibration, 501.
Gardner P, Bull LA, Dervilis N & Worden K (2021) Overcoming the problem of repair in structural health monitoring: Metric-informed transfer learning. Journal of Sound and Vibration, 116245-116245.
Rooker T, Potts G, Worden K, Dervilis N & Stammers J (2021) Comparing approaches for multi-axis kinematic positioning in machine tools. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture.
Hughes AJ, Barthorpe RJ, Dervilis N, Farrar CR & Worden K (2021) A probabilistic risk-based decision framework for structural health monitoring. Mechanical Systems and Signal Processing, 150, 107339-107339.
Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 7(1), 03120003-03120003.
Gardner P, Bull LA, Gosliga J, Dervilis N & Worden K (2021) Foundations of population-based SHM, part III : heterogeneous populations – mapping and transfer. Mechanical Systems and Signal Processing, 149. View this article in WRRO
Bull LA, Gardner PA, Gosliga J, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) Foundations of population-based SHM, Part I : homogeneous populations and forms. Mechanical Systems and Signal Processing, 148. View this article in WRRO
Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2021) Foundations of population-based SHM, part II : heterogeneous populations – graphs, networks, and communities. Mechanical Systems and Signal Processing, 148. View this article in WRRO
Worden K, Iakovidis I & Cross EJ (2021) New results for the ADF statistic in nonstationary signal analysis with a view towards structural health monitoring. Mechanical Systems and Signal Processing, 146, 106979-106979.
Bull LA, Gardner PA, Dervilis N & Worden K (2021) Normalising Flows and Nonlinear Normal Modes. IFAC-PapersOnLine, 54(7), 655-660.
Chetcuti Zammit S, Bull LA, Sanders DS, Galvin J, Dervilis N, Sidhu R & Worden K (2020) Towards the Probabilistic Analysis of Small Bowel Capsule Endoscopy Features to Predict Severity of Duodenal Histology in Patients with Villous Atrophy. Journal of Medical Systems, 44(11).
Gardner P, Fuentes R, Dervilis N, Mineo C, Pierce SG, Cross EJ & Worden K (2020) Machine learning at the interface of structural health monitoring and non-destructive evaluation. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378(2182), 20190581-20190581.
Zhang T, Barthorpe RJ & Worden K (2020) On Treed Gaussian Processes and piecewise-linear NARX modelling. Mechanical Systems and Signal Processing, 144. View this article in WRRO
Rooker T, Stammers J, Worden K, Potts G, Kerrigan K & Dervilis N (2020) Machining centre performance monitoring with calibrated artefact probing. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. View this article in WRRO
Barthorpe RJ & Worden K (2020) Emerging trends in optimal structural health monitoring system design: From sensor placement to system evaluation. Journal of Sensor and Actuator Networks, 9(3). View this article in WRRO
Lei CL, Ghosh S, Whittaker DG, Aboelkassem Y, Beattie KA, Cantwell CD, Delhaas T, Houston C, Novaes GM, Panfilov AV , Pathmanathan P et al (2020) Considering discrepancy when calibrating a mechanistic electrophysiology model. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378(2173). View this article in WRRO
Bull L, Worden K & Dervilis N (2020) Towards semi-supervised and probabilistic classification in structural health monitoring. Mechanical Systems and Signal Processing, 140. View this article in WRRO
Rogers TJ, Worden K & Cross E (2020) On the application of Gaussian process latent force models for joint input-state-parameter estimation: With a view to Bayesian operational identification. Mechanical Systems and Signal Processing, 140. View this article in WRRO
Gardner P, Liu X & Worden K (2020) On the application of domain adaptation in structural health monitoring. Mechanical Systems and Signal Processing, 138. View this article in WRRO
Rogers T, Gardner P, Dervilis N, Worden K, Maguire AE, Papatheou E & Cross E (2020) Probabilistic modelling of wind turbine power curves with application of heteroscedastic Gaussian Process regression. Renewable Energy, 148, 1124-1136. View this article in WRRO
Wagg D, Worden K, Barthorpe R & Gardner P (2020) Digital twins: State-of-the-art future directions for modelling and simulation in engineering dynamics applications. ASCE - ASME Journal of Risk and Uncertainty in Engineering Systems, Part B. Mechanical Engineering. View this article in WRRO
Worden K, Cross E, Barthorpe R, Wagg D & Gardner P (2020) On digital twins, mirrors and virtualisations: Frameworks for model verification and validation. ASCE - ASME Journal of Risk and Uncertainty in Engineering Systems, Part B. Mechanical Engineering. View this article in WRRO
Chandrasekhar K, Stevanovic N, Cross EJ, Dervilis N & Worden K (2020) Damage detection in operational wind turbine blades using a new approach based on machine learning. Renewable Energy.
Bull L, Rogers T, Wickramarachchi C, Cross E, Worden K & Dervilis N (2019) Probabilistic active learning : an online framework for structural health monitoring. Mechanical Systems and Signal Processing, 134. View this article in WRRO
Salvetti M, Sbarufatti C, Cross E, Corbetta M, Worden K & Giglio M (2019) On the performance of a cointegration-based approach for novelty detection in realistic fatigue crack growth scenarios. Mechanical Systems and Signal Processing, 123, 84-101. View this article in WRRO
Abdessalem AB, Dervilis N, Wagg D & Worden K (2019) Model selection and parameter estimation of dynamical systems using a novel variant of approximate Bayesian computation. Mechanical Systems and Signal Processing, 122, 364-386. View this article in WRRO
Bull L, Worden K, Fuentes R, Manson G, Cross E & Dervilis N (2019) Outlier ensembles: A robust method for damage detection and unsupervised feature extraction from high-dimensional data. Journal of Sound and Vibration. View this article in WRRO
Shi H, Worden K & Cross EJ (2019) A cointegration approach for heteroscedastic data based on a time series decomposition: An application to structural health monitoring. Mechanical Systems and Signal Processing, 120, 16-31. View this article in WRRO
Coletta G, Miraglia G, Pecorelli M, Ceravolo R, Cross E, Surace C & Worden K (2019) Use of the cointegration strategies to remove environmental effects from data acquired on historical buildings. Engineering Structures, 183, 1014-1026. View this article in WRRO
Rogers TJ, Worden K, Fuentes R, Dervilis N, Tygesen UT & Cross E (2019) A Bayesian non-parametric clustering approach for semi-supervised Structural Health Monitoring. Mechanical Systems and Signal Processing, 119, 100-119. View this article in WRRO
Fuentes R, Mineo C, Pierce SG, Worden K & Cross EJ (2019) A probabilistic compressive sensing framework with applications to ultrasound signal processing. Mechanical Systems and Signal Processing, 117, 383-402. View this article in WRRO
Rooker T, Dervilis N, Stammers J, Worden K, Hammond P, Potts G, Brown T & Kerrigan K (2019) Predicting geometric tolerance thresholds in a five-axis machining centre. Structural Health Monitoring, Photogrammetry & DIC, Volume 6, 93-100. View this article in WRRO
Bull LA, Worden K, Manson G & Dervilis N (2018) Active learning for semi-supervised structural health monitoring. Journal of Sound and Vibration, 437, 373-388. View this article in WRRO
Worden K, Barthorpe RJ, Cross E, Dervilis N, Holmes GR, Manson G & Rogers T (2018) On evolutionary system identification with applications to nonlinear benchmarks. Mechanical Systems and Signal Processing, 112, 194-232. View this article in WRRO
Dervilis N, Simpson TE, Wagg D & Worden K (2018) Nonlinear modal analysis via non-parametric machine learning tools.. Strain: an international journal for experimental mechanics. View this article in WRRO
Yang K, Rongong JA & Worden K (2018) Damage detection in a laboratory wind turbine blade using techniques of ultrasonic NDT and SHM. Strain. View this article in WRRO
Deraemaeker A & Worden K (2018) A comparison of linear approaches to filter out environmental effects in structural health monitoring. Mechanical Systems and Signal Processing, 105, 1-15. View this article in WRRO
Worden K, Becker WE, Rogers TJ & Cross EJ (2018) On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions. Mechanical Systems and Signal Processing, 104, 188-223. View this article in WRRO
Worden K, Spencer AB, Packo P, Staszewski WJ, Uhl T & Pierce SG (2018) Acoustic emission source characterisation using evolutionary optimisation. Strain. View this article in WRRO
Shi H, Worden K & Cross EJ (2018) A regime-switching cointegration approach for removing environmental and operational variations in structural health monitoring. Mechanical Systems and Signal Processing, 103, 381-397. View this article in WRRO
Baldacchino T, Jacobs WR, Anderson SR, Worden K & Rowson J (2018) Simultaneous Force Regression and Movement Classification of Fingers via Surface EMG within a Unified Bayesian Framework. Frontiers in Bioengineering and Biotechnology, 6(13). View this article in WRRO
Abdessalem A, Dervilis N, Wagg D & Worden K (2018) Model selection and parameter estimation in structural dynamics using approximate Bayesian computation. Mechanical Systems and Signal Processing, 99, 306-325. View this article in WRRO
Worden K & Cross EJ (2018) On switching response surface models, with applications to the structural health monitoring of bridges. Mechanical Systems and Signal Processing, 98, 139-156. View this article in WRRO
Papatheou E, Dervilis N, Maguire AE, Campos C, Antoniadou I & Worden K (2017) Performance monitoring of a wind turbine using extreme function theory. Renewable Energy, 113, 1490-1502. View this article in WRRO
Barthorpe RJ, Manson G & Worden K (2017) On multi-site damage identification using single-site training data. Journal of Sound and Vibration, 409, 43-64. View this article in WRRO
Abdessalem , Dervilis N, Wagg DJ & Worden K (2017) Automatic Kernel Selection for Gaussian Processes Regression with Approximate Bayesian Computation and Sequential Monte Carlo. Frontiers in Built Environment, 3. View this article in WRRO
Holford KM, Eaton MJ, Hensman JJ, Pullin R, Evans SL, Dervilis N & Worden K (2017) A new methodology for automating acoustic emission detection of metallic fatigue fractures in highly demanding aerospace environments: An overview. Progress in Aerospace Sciences, 90, 1-11. View this article in WRRO
Baldacchino T, Worden K & Rowson J (2017) Robust nonlinear system identification: Bayesian mixture of experts using the t-distribution. Mechanical Systems and Signal Processing, 85, 977-992. View this article in WRRO
Worden K & Green PL (2017) A machine learning approach to nonlinear modal analysis. Mechanical Systems and Signal Processing, 84(Part B), 34-53. View this article in WRRO
Holmes G, Sartor P, Reed S, Southern P, Worden K & Cross E (2016) Prediction of landing gear loads using machine learning techniques. Structural Health Monitoring, 15(5), 568-582. View this article in WRRO
Worden K, Baldacchino T, Rowson J & Cross EJ (2016) Some Recent Developments in SHM Based on Nonstationary Time Series Analysis. Proceedings of the IEEE, 104(8), 1589-1603. View this article in WRRO
Scott M, Green PL, O’Driscoll D, Worden K & Sims ND (2016) Sensitivity analysis of an Advanced Gas-cooled Reactor control rod model. Nuclear Engineering and Design, 305, 514-523. View this article in WRRO
Sartor P, Becker W, Worden K, Schmidt RK & Bond D (2016) Bayesian Sensitivity Analysis of Flight Parameters in a Hard-Landing Analysis Process. Journal of Aircraft, 53(5), 1317-1331. View this article in WRRO
Rehman AU, Worden K & Rongong JA (2016) On Crack Detection in Tuned and Mistuned Repeating Structures Using the Modal Assurance Criterion. Strain, 52(3), 175-185. View this article in WRRO
Dervilis N, antoniadou , Barthorpe , Cross & worden (2016) Robust methods for outlier detection and regression for SHM applications.. International Journal of Sustainable Materials and Structural Systems. View this article in WRRO
Pavlopoulou S, Worden K & Soutis C (2016) Novelty detection and dimension reduction via guided ultrasonic waves: Damage monitoring of scarf repairs in composite laminates. Journal of Intelligent Material Systems and Structures, 27(4), 549-566.
Ziaja A, Antoniadou I, Barszcz T, Staszewski WJ & Worden K (2016) Fault detection in rolling element bearings using wavelet-based variance analysis and novelty detection. Journal of Vibration and Control, 22(2), 396-411.
Baldacchino T, Cross EJ, Worden K & Rowson J (2016) Variational Bayesian mixture of experts models and sensitivity analysis for nonlinear dynamical systems. Mechanical Systems and Signal Processing, 66-67, 178-200. View this article in WRRO
Stevanović N, Green PL, Worden K & Kirkegaard PH (2016) Friction estimation in wind turbine blade bearings. Structural Control and Health Monitoring, 23(1), 103-122.
Antoniadou I, Manson G, Staszewski WJ, Barszcz T & Worden K (2015) A time–frequency analysis approach for condition monitoring of a wind turbine gearbox under varying load conditions. Mechanical Systems and Signal Processing, 64-65, 188-216. View this article in WRRO
Green PL & Worden K (2015) Bayesian and Markov chain Monte Carlo methods for identifying nonlinear systems in the presence of uncertainty. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 373(2051). View this article in WRRO
Pavlopoulou S, Grammatikos SA, Kordatos EZ, Worden K, Paipetis AS, Matikas TE & Soutis C (2015) Continuous debonding monitoring of a patch repaired helicopter stabilizer: Damage assessment and analysis. Composite Structures, 127, 231-244.
Dervilis N, Antoniadou I, Cross EJ & Worden K (2015) A Non-linear Manifold Strategy for SHM Approaches. Strain, 51(4), 324-331. View this article in WRRO
Dervilis N, Worden K & Cross EJ (2015) On robust regression analysis as a means of exploring environmental and operational conditions for SHM data. Journal of Sound and Vibration, 347, 279-296. View this article in WRRO
Papatheou E, Dervilis N, Maguire AE, Antoniadou I & Worden K (2015) A Performance Monitoring Approach for the Novel Lillgrund Offshore Wind Farm. IEEE Transactions on Industrial Electronics, 62(10), 6636-6644. View this article in WRRO
Packo P, Bielak T, Spencer AB, Uhl T, Staszewski WJ, Worden K, Barszcz T, Russek P & Wiatr K (2015) Numerical simulations of elastic wave propagation using graphical processing units—Comparative study of high-performance computing capabilities. Computer Methods in Applied Mechanics and Engineering, 290, 98-126.
Green PL, Cross EJ & Worden K (2015) Bayesian system identification of dynamical systems using highly informative training data. Mechanical Systems and Signal Processing, 56, 109-122. View this article in WRRO
De Stefano M, Gherlone M, Mattone M, Di Sciuva M & Worden K (2015) Optimum Sensor Placement for Impact Location Using Trilateration. Strain, 51(2), 89-100.
Scott M & Worden K (2015) A Bee Swarm Algorithm for Optimising Sensor Distributions for Impact Detection on a Composite Panel. Strain, 51(2), 147-155.
Antoniadou I, Dervilis N, Papatheou E, Maguire AE & Worden K (2015) Aspects of structural health and condition monitoring of offshore wind turbines. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 373(2035), 20140075-20140075. View this article in WRRO
Pavlopoulou S, Worden K & Soutis C (2015) Damage Monitoring of External Patch Repairs with Guided Ultrasonic Waves. Strain, 51(4), 288-300.
Sartor P, Worden K, Schmidt RK & Bond DA (2014) Bayesian sensitivity analysis of flight parameters that affect main landing gear yield locations. The Aeronautical Journal, 118(1210), 1481-1497.
Figueiredo E, Radu L, Worden K & Farrar CR (2014) A Bayesian approach based on a Markov-chain Monte Carlo method for damage detection under unknown sources of variability. Engineering Structures, 80, 1-10.
Zhao XY, Lang Z-Q, Park G, Farrar CR, Todd MD, Mao Z & Worden K (2014) A New Transmissibility Analysis Method for Detection and Location of Damage via Nonlinear Features in MDOF Structural Systems. IEEE/ASME Transactions on Mechatronics, 20(4), 1933-1947.
Dervilis N, Cross EJ, Barthorpe RJ & Worden K (2014) Robust methods of inclusive outlier analysis for structural health monitoring. Journal of Sound and Vibration, 333(20), 5181-5195.
Sbarufatti C, Manson G & Worden K (2014) A numerically-enhanced machine learning approach to damage diagnosis using a Lamb wave sensing network. Journal of Sound and Vibration, 333(19), 4499-4525.
Papatheou E, Manson G, Barthorpe RJ & Worden K (2014) The use of pseudo-faults for damage location in SHM: An experimental investigation on a Piper Tomahawk aircraft wing. Journal of Sound and Vibration, 333(3), 971-990. View this article in WRRO
Dervilis N, Creech ACW, Maguire AE, Antoniadou I, Barthorpe RJ & Worden K (2014) An SHM view of a CFD model of Lillgrund wind farm. Applied Mechanics and Materials, 564, 164-169.
Antoniadou I, Howard TP, Dwyer-Joyce RS, Marshall MB, Naumann J, Dervilis N & Worden K (2014) Envelope analysis using the Teager-Kaiser Energy operator for condition monitoring of a wind turbine bearing. Applied Mechanics and Materials, 564, 170-175.
Harvey DY, Worden K & Todd MD (2014) Robust evaluation of time series classification algorithms for structural health monitoring. Proceedings of SPIE - The International Society for Optical Engineering, 9064.
Dervilis N, Choi M, Antoniadou I, Farinholt KM, Taylor SG, Barthorpe RJ, Park G, Farrar CR & Worden K (2014) Machine learning applications for a wind turbine blade under continuous fatigue loading. Key Engineering Materials, 588, 166-174.
Worden K (2014) Uncertainty analysis in structural dynamics. Key Engineering Materials, 588, 318-332.
Antoniadou I, Worden K, Manson G, Dervilis N, Taylor SG & Farrar CR (2014) Damage detection in RAPTOR telescope systems using time-frequency analysis methods. Key Engineering Materials, 588, 43-53.
Perisic N, Green PL, Worden K & Kirkegaard PH (2014) Identification of Time-Varying Nonlinear Systems Using Differential Evolution Algorithm. Conference Proceedings of the Society for Experimental Mechanics Series, 45(7), 575-583.
Worden K, Cross EJ, Antoniadou I & Kyprianou A (2013) A multiresolution approach to cointegration for enhanced SHM of structures under varying conditions - An exploratory study. Mechanical Systems and Signal Processing.
Green PL, Worden K & Sims ND (2013) On the identification and modelling of friction in a randomly excited energy harvester. Journal of Sound and Vibration, 332(19), 4696-4708. View this article in WRRO
Cross EJ, Koo KY, Brownjohn JMW & Worden K (2013) Long-term monitoring and data analysis of the Tamar Bridge. Mechanical Systems and Signal Processing, 35(1-2), 16-34.
Green PL & Worden K (2013) Modelling friction in a nonlinear dynamic system via Bayesian inference. Conference Proceedings of the Society for Experimental Mechanics Series, 6, 543-553.
Dervilis N, Barthorpe RJ, Worden K, Taylor SG, Park G, Farrar CR & Choi M (2013) On damage diagnosis for a wind turbine blade using pattern recognition. Journal of Sound and Vibration.
Dervilis N, Barthorpe RJ & Worden K (2013) Comparative study of robust novelty detection techniques. Key Engineering Materials, 569-570, 1109-1115.
Antoniadou I, Cross EJ & Worden K (2013) Cointegration and the empirical mode decomposition for the analysis of diagnostic data. Key Engineering Materials, 569-570, 884-891.
Antoniadou I, Dervilis N, Barthorpe RJ, Manson G & Worden K (2013) Advanced tools for damage detection in wind turbines. Key Engineering Materials, 569-570, 547-554.
Pavlopoulou S, Worden K & Soutis C (2013) Structural health monitoring and damage prognosis in composite repaired structures through the excitation of guided ultrasonic waves. Proceedings of SPIE - The International Society for Optical Engineering, 8695.
Cross EJ, Manson G, Worden K & Pierce SG (2012) Features for damage detection with insensitivity to environmental and operational variations. PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 468(2148), 4098-4122. View this article in WRRO
Farrar CR & Worden K (2012) Structural Health Monitoring: A Machine Learning Perspective. Structural Health Monitoring: A Machine Learning Perspective.
Antoniadou I, Manson G, Dervilis N, Barszcz T, Staszewski W & Worden K (2012) Condition monitoring of a wind turbine gearbox using the empirical mode decomposition method and outlier analysis. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, 2, 1316-1323.
Spencer AB, Worden K, Staszewski WJ, Rongong JA & Sims ND (2012) An optimisation scheme based on the local interaction simulation approach and Lamb waves for elastic property estimation in multi-layered composites (vol 19, pg 1027, 2012). SHOCK AND VIBRATION, 19(6), 1477-1477.
Rehman AU, Worden K & Rongong JA (2012) Crack characterisation by detection and classification of nonlinear behaviour using the Hilbert transform. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 226(C11), 2610-2626.
Spencer AB, Worden K, Staszewski WJ, Rongong JA & Sims ND (2012) An optimisation scheme based on the local interaction simulation approach and Lamb waves for elastic property estimation in multi-layered composites. Shock and Vibration, 19(5), 1027-1040.
Muhamad P, Sims ND & Worden K (2012) On the orthogonalised reverse path method for nonlinear system identification. Journal of Sound and Vibration, 331(20), 4488-4503. View this article in WRRO
Sultan MTH, Worden K, Staszewski WJ & Hodzic A (2012) Erratum to " Impact damage characterisation of composite laminates using a statistical approach" [Compos. Sci. Technol. 72 (2012) 1108-1120]. Composites Science and Technology, 72(12), 1477.
Becker W, Worden K & Rowson J (2012) Bayesian sensitivity analysis of bifurcating nonlinear models. Mechanical Systems and Signal Processing.
Green PL, Worden K, Atallah K & Sims ND (2012) The benefits of Duffing-type nonlinearities and electrical optimisation of a mono-stable energy harvester under white Gaussian excitations. Journal of Sound and Vibration, 331(20), 4504-4517. View this article in WRRO
Paćko P, Bielak T, Spencer AB, Staszewski WJ, Uhl T & Worden K (2012) Lamb wave propagation modelling and simulation using parallel processing architecture and graphical cards. Smart Materials and Structures, 21(7).
Becker W, Oakley JE, Surace C, Gili P, Rowson J & Worden K (2012) Bayesian sensitivity analysis of a nonlinear finite element model. Mechanical Systems and Signal Processing.
Sultan MTH, Worden K, Staszewski WJ & Hodzic A (2012) Impact damage characterisation of composite laminates using a statistical approach. Composites Science and Technology.
Worden K & Hensman JJ (2012) Parameter estimation and model selection for a class of hysteretic systems using Bayesian inference. Mechanical Systems and Signal Processing.
Leeds J, McAlindon ME, Grant J, Robson HE, Morley SR, James G, Hoeroldt B, Kapur K, Dear K, Hensman J , Worden K et al (2011) Albumin level and patient age predict outcomes in patients referred for gastrostomy insertion: internal and external validation of a gastrostomy score and comparison with artificial neural networks.. Gastrointest Endosc, 74(5), 1033-9.e1-3.
Hensman J, Worden K, Eaton M, Pullin R, Holford K & Evans S (2011) Spatial scanning for anomaly detection in acoustic emission testing of an aerospace structure. Mechanical Systems and Signal Processing, 25(7), 2462-2474.
Cross EJ, Worden K & Chen Q (2011) Cointegration: a novel approach for the removal of environmental trends in structural health monitoring data. P ROY SOC A-MATH PHY, 467(2133), 2712-2732.
Batterbee DC, Sims ND, Becker W, Worden K & Rowson J (2011) Computational model of an infant brain subjected to periodic motion simplified modelling and bayesian sensitivity analysis. P I MECH ENG H, 225(H11), 1036-1049.
Becker W, Worden K, Battipede M & Surace C (2011) Uncertainty Analysis of a Dynamic Model of a Novel Remotely Piloted Airship. J AIRCRAFT, 48(3), 1028-1035.
Becker W, Rowson J, Oakley JE, Yoxall A, Manson G & Worden K (2011) Bayesian sensitivity analysis of a model of the aortic valve.. J Biomech, 44(8), 1499-1506.
Figueiredo E, Figueiras J, Park G, Farrar CR & Worden K (2011) Influence of the Autoregressive Model Order on Damage Detection. COMPUT-AIDED CIV INF, 26(3), 225-238.
Figueiredo E, Park G, Farrar CR, Worden K & Figueiras J (2011) Machine learning algorithms for damage detection under operational and environmental variability. Structural Health Monitoring, 10(6), 559-572.
Surace C & Worden K (2011) Extended Analysis of a Damage Prognosis Approach Based on Interval Arithmetic. Strain, 47(6), 544-554.
Fricker TE, Oakley JE, Sims ND & Worden K (2011) Probabilistic uncertainty analysis of an FRF of a structure using a Gaussian process emulator. Mechanical Systems and Signal Processing, 25(8), 2962-2975. View this article in WRRO
Surace C & Worden K (2011) Extended Analysis of a Damage Prognosis Approach Based on Interval Arithmetic. Strain.
Manson G, Worden K, Monnier T, Guy P, Pierce SG & Culshaw B (2011) Some experimental observations on the detection of composite damage using lamb waves. Strain, 47(SUPPL. 1).
Zapico-Valle JL, García-Diéguez M, González-Martínez MP & Worden K (2011) Experimental validation of a new statistical process control feature for damage detection. Mechanical Systems and Signal Processing, 25(7), 2513-2525.
Chen Q & Worden K (2011) A decomposition method for the analysis of viscoelastic structural dynamics with time-dependent poisson's ratio. Strain, 47(SUPPL. 1).
Eaton MJ, Pullin R, Hensman JJ, Holford KM, Worden K & Evans SL (2011) Principal component analysis of acoustic emission signals from landing gear components: An aid to fatigue fracture detection. Strain, 47(SUPPL. 1).
Lishchuk SV, Akid R, Worden K & Michalski J (2011) A cellular automaton model for predicting intergranular corrosion. Corrosion Science.
Hodzic A, Sultan M, Worden K, Pierce G, Hickey D, Staszewski W & Dulieu-Barton J (2011) On Impact Damage Detection and Quantification for CFRP Laminates using Structural Response Data Only. Mechanical Systems and Signal Processing, 25(8), 3135-3152.
Becker W, Rowson J, Oakley JE, Yoxall A, Manson G & Worden K (2011) Bayesian sensitivity analysis of a model of the aortic valve. Journal of Biomechanics, 44(8), 1499-1506.
Lang ZQ, Park G, Farrar CR, Todd MD, Mao Z, Zhao L & Worden K (2011) Transmissibility of non-linear output frequency response functions with application in detection and location of damage in MDOF structural systems. International Journal of Non-Linear Mechanics, 46(6), 841-853. View this article in WRRO
Zapico-Valle JL, García-Diéguez M, González-Martínez MP & Worden K (2011) Experimental validation of a new statistical process control feature for damage detection. Mechanical Systems and Signal Processing.
Hensman J, Worden K, Eaton M, Pullin R, Holford K & Evans S (2011) Spatial scanning for anomaly detection in acoustic emission testing of an aerospace structure. Mechanical Systems and Signal Processing.
Peng ZK, Lang ZQ, Wolters C, Billings SA & Worden K (2011) Feasibility study of structural damage detection using NARMAX modelling and Nonlinear Output Frequency Response Function based analysis. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 25(3), 1045-1061.
Cross EJ & Worden K (2011) Approximation of the Duffing oscillator frequency response function using the FPK equation. Journal of Sound and Vibration, 330(4), 743-756.
Worden K, Staszewski WJ & Hensman JJ (2011) Natural computing for mechanical systems research: A tutorial overview. Mechanical Systems and Signal Processing, 25(1), 4-111.
Feijoo JAV, Worden K, Garcia PM, Rivera LL, Rodriguez NJ & Perez AP (2010) Analysis of MDOF nonlinear systems using associated linear equations. MECH SYST SIGNAL PR, 24(8), 2824-2843.
Adams DE, Worden K & Farrar C (2010) Preface. Journal of Sound and Vibration, 329(12), 2305-2305.
Papatheou E, Manson G, Barthorpe RJ & Worden K (2010) The use of pseudo-faults for novelty detection in SHM. J SOUND VIB, 329(12), 2349-2366.
Surace C & Worden K (2010) Novelty detection in a changing environment: A negative selection approach. MECH SYST SIGNAL PR, 24(4), 1114-1128.
Deraemaeker A, Preumont A, Reynders E, De Roeck G, Kullaa J, Lamsa V, Worden K, Manson G, Barthorpe R, Papatheou E , Kudela P et al (2010) Vibration-based structural health monitoring using large sensor networks. SMART STRUCTURES AND SYSTEMS, 6(3), 335-347.
Sartor P, Schmidt RK, Becker W, Worden K, Bond DA & Staszewski WJ (2010) Conceptual design of a hard landing indication system using a flight parameter sensor simulation model. 27th Congress of the International Council of the Aeronautical Sciences 2010, ICAS 2010, 5, 3515-3526.
Dobie G, Spencer A, Burnham K, Gareth Pierce S, Worden K, Galbraith W & Hayward G (2010) Simulation of ultrasonic lamb wave generation, propagation and detection for a reconfigurable air coupled scanner. Ultrasonics.
Cross EJ & Worden K (2010) Approximation of the Duffing oscillator frequency response function using the FPK equation. Journal of Sound and Vibration.
Hensman J, Mills R, Pierce SG, Worden K & Eaton M (2010) Locating acoustic emission sources in complex structures using Gaussian processes. MECH SYST SIGNAL PR, 24(1), 211-223.
Feijoo JAV, Worden K, Rodriguez NJ, Osorio JP & Ortiz PM (2009) Analysis and control of nonlinear systems with DC terms. NONLINEAR DYNAM, 58(4), 753-775.
Worden K, Manson G & Denoeux T (2009) An evidence-based approach to damage location on an aircraft structure. MECH SYST SIGNAL PR, 23(6), 1792-1804.
Holford KM, Pullin R, Evans SL, Eaton MJ, Hensman J & Worden K (2009) Acoustic emission for monitoring aircraft structures. P I MECH ENG G-J AER, 223(G5), 525-532.
Hickey D, Worden K, Platten MF, Wright JR & Cooper JE (2009) Higher-order spectra for identification of nonlinear modal coupling. MECH SYST SIGNAL PR, 23(4), 1037-1061.
Hensman J, Pullin R, Eaton M, Worden K, Holford KM & Evans SL (2009) Detecting and identifying artificial acoustic emission signals in an industrial fatigue environment. MEAS SCI TECHNOL, 20(4).
Chia CM, Rongong JA & Worden K (2009) Strategies for using cellular automata to locate constrained layer damping on vibrating structures. J SOUND VIB, 319(1-2), 119-139. View this article in WRRO
Surace C & Worden K (2009) Damage prognosis for delamination of a composite plate. Conference Proceedings of the Society for Experimental Mechanics Series.
Worden K, Hickey D, Haroon M & Adams DE (2009) Nonlinear system identification of automotive dampers: A time and frequency-domain analysis. MECH SYST SIGNAL PR, 23(1), 104-126.
Lew TL, Scarpa F, Spencer A & Worden K (2008) Metamodelling of auxetic cellular solids with differential evolution optimisation. PHYS STATUS SOLIDI B, 245(11), 2433-2439.
Mujica LE, Vehi J, Staszewski W & Worden K (2008) Impact Damage Detection in Aircraft Composites Using Knowledge-based Reasoning. STRUCT HEALTH MONIT, 7(3), 215-230.
Chetwynd D, Rongong JA, Pierce SG & Worden K (2008) Damage detection in an aluminium plate using outlier analysis. FATIGUE FRACT ENG M, 31(8), 629-643.
Chetwynd D, Mustapha F, Worden K, Rongong JA, Pierce SG & Dulieu-Barton JM (2008) Damage localisation in a stiffened composite panel. STRAIN, 44(4), 298-307.
Pierce SG, Worden K & Bezazi A (2008) Uncertainty analysis of a neural network used for fatigue lifetime prediction. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 22(6), 1395-1411.
Worden K, Farrar CR, Haywood J & Todd M (2008) A review of nonlinear dynamics applications to structural health monitoring. STRUCT CONTROL HLTH, 15(4), 540-567.
Manson G, Papatheou E & Worden K (2008) Genetic optimisation of a neural network damage diagnostic. AERONAUTICAL JOURNAL, 112(1131), 267-274.
Chia CM, Rongong JA & Worden K (2008) Evolution of constrained layer damping using a cellular automaton algorithm. P I MECH ENG C-J MEC, 222(4), 585-597. View this article in WRRO
Worden K, Manson G, Hilson G & Pierce SG (2008) Genetic optimisation of a neural damage locator. J SOUND VIB, 309(3-5), 529-544.
Surace C, Surace G & Worden K (2008) A negative selection approach to detect damage in aeronautical structures with changing operating conditions. ICAS Secretariat - 26th Congress of International Council of the Aeronautical Sciences 2008, ICAS 2008, 2, 2773-2779.
Chetwynd D, Worden K, Spencer A & Hensman J (2008) The effects of uncertainties within acoustic emission modelling. Conference Proceedings of the Society for Experimental Mechanics Series.
Sheppard J, Chetwynd D, Worden K & Staszewski W (2008) Lamb waves for non-destructive evaluation of composite wing section. Conference Proceedings of the Society for Experimental Mechanics Series.
Mujica LE, Vehi J, Ruiz M, Verleysen M, Staszewski W & Worden K (2008) Multivariate statistics process control for dimensionality reduction in structural assessment. MECH SYST SIGNAL PR, 22(1), 155-171.
Worden K & Manson G (2008) Prognosis under uncertainty - An idealised computational case study. SHOCK AND VIBRATION, 15(3-4), 231-243.
Wan Y, Dodd TJ, Wong CX, Harrison RF & Worden K (2008) Kernel based modelling of friction dynamics. MECH SYST SIGNAL PR, 22(1), 66-80.
Olson CC, Todd MD, Worden K & Farrar C (2007) Improving excitations for active sensing in structural health monitoring via evolutionary algorithms. J VIB ACOUST, 129(6), 784-802.
Feijoo JAV, Worden K, Stanway R & Rodriguez NJ (2007) Transformation of a sensor or actuator system into a unitary gain element. MECH SYST SIGNAL PR, 21(8), 3088-3107.
Worden K, Farrar CR, Manson G & Park G (2007) The fundamental axioms of structural health monitoring. P R SOC A, 463(2082), 1639-1664.
Mustapha F, Manson G, Worden K & Pierce SG (2007) Damage location in an isotropic plate using a vector of novelty indices. MECH SYST SIGNAL PR, 21(4), 1885-1906.
Bezazi A, Pierce SG, Worden K & Harkati EH (2007) Fatigue life prediction of sandwich composite materials under flexural tests using a Bayesian trained artificial neural network. INT J FATIGUE, 29(4), 738-747.
Farrar CR & Worden K (2007) An introduction to structural health monitoring. PHILOS T R SOC A, 365(1851), 303-315.
Farrar CR & Worden K (2007) Structural health monitoring - Preface. PHILOS T R SOC A, 365(1851), 299-301.
Worden K & Manson G (2007) The application of machine learning to structural health monitoring.. Philos Trans A Math Phys Eng Sci, 365(1851), 515-537.
Pierce SG, Worden K & Manson G (2007) Evaluation of neural network performance and generalisation using thresholding functions. NEURAL COMPUT APPL, 16(2), 109-124.
Mustapha F, Worden K, Pierce SG & Manson G (2007) Damage detection using stress waves and multivariate statistics: An experimental case study of an aircraft component. STRAIN, 43(1), 47-53.
Chen Q, Worden K, Peng P & Leung AYT (2007) Genetic algorithm with an improved fitness function for (N)ARX modelling. MECH SYST SIGNAL PR, 21(2), 994-1007.
LeClerc JR, Worden K, Staszewski WJ & Haywood J (2007) Impact detection in an aircraft composite panel - A neural-network approach. J SOUND VIB, 299(3), 672-682.
Worden K, Kerschen G, Vakakis AF & Golinval JC (2007) Nonlinear system identification in structural dynamics: A short (and biased) history. Conference Proceedings of the Society for Experimental Mechanics Series.
Kerschen G, Worden K, Vakakis AF & Golinval JC (2007) Nonlinear system identification in structural dynamics: Current status and future directions. Conference Proceedings of the Society for Experimental Mechanics Series.
Wong CX & Worden K (2007) Generalised NARX shunting neural network modelling of friction. MECH SYST SIGNAL PR, 21(1), 553-572.
Worden K, Wong CX, Parlitz U, Hornstein A, Engster D, Tjahjowidodo T, Al-Bender F, Rizos DD & Fassois SD (2007) Identification of pre-sliding and sliding friction dynamics: Grey box and black-box models. MECH SYST SIGNAL PR, 21(1), 514-534.
Pierce SG, Ben-Haim Y, Worden K & Manson G (2006) Evaluation of neural network robust reliability using information-gap theory. IEEE T NEURAL NETWOR, 17(6), 1349-1361.
Lew TL, Spencer AB, Scarpa F, Worden K, Rutherford A & Hemez F (2006) Identification of response surface models using genetic programming. MECH SYST SIGNAL PR, 20(8), 1819-1831.
Chetwynd D, Worden K & Manson G (2006) An application of interval-valued neural networks to a regression problem. P R SOC A, 462(2074), 3097-3114.
Pierce SG, Worden K & Manson G (2006) A novel information-gap technique to assess reliability of neural network-based damage detection. J SOUND VIB, 293(1-2), 96-111.
Feijoo JAV, Worden K & Stanway R (2006) Analysis of time-invariant systems in the time and frequency domain by associated linear equations (ALES). MECH SYST SIGNAL PR, 20(4), 896-919.
Kerschen G, Worden K, Vakakis AF & Golinval JC (2006) Past, present and future of nonlinear system identification in structural dynamics. MECH SYST SIGNAL PR, 20(3), 505-592.
Kyprianou A, Staszewski W & Worden K (2006) Choi-Wiliams time frequency analysis of a three degree freedom non-linear system. Proceedings of ISMA2006: International Conference on Noise and Vibration Engineering, 5, 2863-2872.
Worden K, Manson G, Lord TM & Friswell MI (2005) Some observations on uncertainty propagation through a simple nonlinear system. JOURNAL OF SOUND AND VIBRATION, 288(3), 601-621.
Mace BR, Worden K & Manson G (2005) Uncertainty in structural dynamics. J SOUND VIB, 288(3), 423-429.
Worden K (2005) . Journal of Sound and Vibration, 287(3), 645-648.
Worden K & Manson G (2005) A Volterra series approximation to the coherence of the Duffing oscillator. J SOUND VIB, 286(3), 529-547.
Worden K (2005) Fault Diagnosis and Fault Tolerance for Mechatronic Systems: Recent Advances. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 219(9), 1015-1016.
Mustapha F, Manson G, Pierce SG & Worden K (2005) Structural health monitoring of an annular component using a statistical approach. STRAIN, 41(3), 117-127.
Sohn H, Allen DW, Worden K & Farrar CR (2005) Structural damage classification using extreme value statistics. J DYN SYST-T ASME, 127(1), 125-132.
Haywood J, Coverley PT, Staszewski WJ & Worden K (2005) An automatic impact monitor for a composite panel employing smart sensor technology. SMART MATER STRUCT, 14(1), 265-271.
Kerschen G, De Boe P, Golinval JC & Worden K (2005) Sensor validation using principal component analysis. SMART MATER STRUCT, 14(1), 36-42.
Ton KK & Worden K (2005) An application of Holder exponents to condition monitoring. Conference Proceedings of the Society for Experimental Mechanics Series.
Worden K, Manson G, Sohn H & Farrar C (2005) Extreme value statistics from differential evolution for damage detection. Conference Proceedings of the Society for Experimental Mechanics Series.
Holford KM & Worden K (2005) Special Issue on Acoustic Emission. J STRAIN ANAL ENG, 40(1), I-III.
Feijoo JAV, Worden K & Stanway R (2005) Associated Linear Equations for Volterra operators. MECH SYST SIGNAL PR, 19(1), 57-69.
Lew TL, Scarpa F & Worden K (2004) Homogenisation metamodelling of perforated plates. STRAIN, 40(3), 103-112.
Worden K (2004) The Illustrated Wavelet Transform Handbook by Paul S. Addison, Institute of Physics Publishing, Bristol, 2002, pp. xiii+353, price £45, US$65, ISBN 0-7503-0692-0. Journal of Sound and Vibration, 274(3-5), 1135-1136.
Beck SMB, Grinsted SC, Blakey SG & Worden K (2004) A novel design for panel radiators. APPLIED THERMAL ENGINEERING, 24(8-9), 1291-1300.
Parlitz U, Hornstein A, Engster D, Al-Bender F, Lampaert V, Tjahjowidodo T, Fassois SD, Rizos D, Wong CX, Worden K & Manson G (2004) Identification of pre-sliding friction dynamics. CHAOS, 14(2), 420-430.
Overton G & Worden K (2004) Sensor optimisation using an ant colony metaphor. STRAIN, 40(2), 59-65.
Feijoo JAV, Worden K & Stanway R (2004) System identification using associated linear equations. MECH SYST SIGNAL PR, 18(3), 431-455.
Worden K & Dulieu-Barton JM (2004) An overview of intelligent fault detection in systems and structures. STRUCT HEALTH MONIT, 3(1), 85-98.
Zapico JL, Worden K & Molina FJ (2004) Vibration-based damage assessment in steel frames using neural networks. Noise and Vibration Worldwide, 35(6), 33-34.
Chen Q, Chan YW & Worden K (2003) Structural fault diagnosis and isolation using neural networks based on response-only data. COMPUT STRUCT, 81(22-23), 2165-2172.
Rippengill S, Worden K, Holford KM & Pullin R (2003) Automatic classification of acoustic emission patterns. STRAIN, 39(1), 31-41.
Dulieu-Barton JM & Worden K (2003) Genetic identification of crack-tip parameters using thermoelastic isopachics. MEAS SCI TECHNOL, 14(2), 176-183.
Manson G, Worden K & Allman D (2003) Experimental validation of a structural health monitoring methodology. Part II. Novelty detection on a Gnat aircraft. J SOUND VIB, 259(2), 345-363.
Manson G, Worden K & Allman D (2003) Experimental validation of a structural health monitoring methodology. Part III. Damage location on an aircraft wing. J SOUND VIB, 259(2), 365-385.
Worden K & Manson G (2003) Experimental validation of a structural health monitoring methodology: Part I. Novelty detection on a laboratory structure. J SOUND VIB, 259(2), 323-343.
Sohn H, Allen DW, Worden K & Farrar CR (2003) Statistical damage classification using sequential probability ratio tests. Structural Health Monitoring, 2(1), 57-74.
Zapico JL, Gonzalez MP & Worden K (2003) Damage assessment using neural networks. MECH SYST SIGNAL PR, 17(1), 119-125.
Worden K (2003) Discussion and conclusions forworking group 2 benchmarks. MECH SYST SIGNAL PR, 17(1), 171-175.
Worden K (2003) Costaction F3 on structural dynamics: Benchmarks forworking group 2 - Structural health monitoring. MECH SYST SIGNAL PR, 17(1), 73-75.
Sohn H, Worden K & Farrar CR (2002) Statistical damage classification under changing environmental and operational conditions. J INTEL MAT SYST STR, 13(9), 561-574.
Worden K (2002) Editorial. Strain, 38(2), 45-45.
Worden K, Sohn H & Farrar CR (2002) Novelty detection in a changing environment: Regression and inter polation approaches. Journal of Sound and Vibration, 258(4), 741-761.
Sohn H, Farrar CR, Hunter NF & Worden K (2001) Structural health monitoring using statistical pattern recognition techniques. J DYN SYST-T ASME, 123(4), 706-711.
Kyprianou A, Worden K & Panet M (2001) Identification of hysteretic systems using the differential evolution algorithm. J SOUND VIB, 248(2), 289-314.
Pierce SG, Dong F, Atherton K, Culshaw B, Worden K, Manson G, Monnier T, Guy P, Baboux J-C, Assad J , Moulin E et al (2001) Damage assessment in smart composite structures: the DAMASCOS program. Smart Structures and Materials 2001: Smart Structures and Integrated Systems.
Manson G, Worden K, Holford K & Pullin R (2001) Visualisation and Dimension Reduction of Acoustic Emission Data for Damage Detection. Journal of Intelligent Materials Systems and Structures, 12(8), 529-536.
Barton J & Worden K (2001) Special Issue - Third International Conference on Damage Assessment in Structures (DAMAS 99). J INTEL MAT SYST STR, 12(8), 527-527.
Manson G, Worden K, Holford K & Pullin R (2001) Visualisation and dimension reduction of acoustic emission data for damage detection. JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, 12(8), 529-536.
Worden K & Burrows AP (2001) Optimal sensor placement for fault detection. ENG STRUCT, 23(8), 885-901.
Kerschen G, Golinval JC & Worden K (2001) Theoretical and experimental identification of a non-linear beam. J SOUND VIB, 244(4), 597-613.
Worden K & Lane AJ (2001) Damage identification using support vector machines. SMART MATERIALS & STRUCTURES, 10(3), 540-547.
Zapico JL, Worden K & Molina FJ (2001) Vibration-based damage assessment in steel frames using neural networks. SMART MATERIALS & STRUCTURES, 10(3), 553-559.
Pierce SG, Dong F, Atherton K, Culshaw B, Worden K, Manson G, Monnier T, Guy P, Baboux J-C, Assad J , Moulin E et al (2001) Damage assessment in smart composite structures: the DAMASCOS programme. Air & Space Europe, 3(3-4), 132-138.
Worden K & Tomlinson GR (2001) Nonlinearity in experimental modal analysis. PHILOS T ROY SOC A, 359(1778), 113-130.
Worden K (2001) Active Control in Mechanical Engineering. Structural Safety, 23(3), 275-277.
Worden K, Osegueda R, Ferregut C, Nazarian S, George DL, George MJ, Kreinovich V, Kosheleva O & Cabrera S (2001) Interval methods in non-destructive testing of material structures. Reliable Computing, 7(4), 341-352.
Worden K (2001) Rayleigh and Lamb waves - Basic principles. Strain, 37(4), 167-172.
Worden K, Pierce SG, Manson G, Philp WR, Staszewski WJ & Culshaw B (2000) Detection of defects in composite plates using Lamb waves and novelty detection. INT J SYST SCI, 31(11), 1397-1409.
Worden K (2000) Intelligent fault detection. INT J SYST SCI, 31(11), 1331-1332.
Atkins PA, Wright JR & Worden K (2000) An extension of force appropriation to the identification of non-linear multi-degree of freedom systems. J SOUND VIB, 237(1), 23-43.
Cooper JE & Worden K (2000) On-line physical parameter estimation with adaptive forgetting factors. MECH SYST SIGNAL PR, 14(5), 705-730.
Staszewski WJ, Worden K, Wardle R & Tomlinson GR (2000) Fail-safe sensor distributions for impact detection in composite materials. SMART MATER STRUCT, 9(3), 298-303.
Worden K, Manson G & Fieller NRJ (2000) Damage detection using outlier analysis. J SOUND VIB, 229(3), 647-667.
Ruotolo R, Surace C & Worden K (2000) Application of two damage detection techniques to an offshore platform. Shock and Vibration Digest, 32(1), 30-31.
Worden K & Staszewski WJ (2000) Impact location and quantification on a composite panel using neural networks and a genetic algorithm. Strain, 36(2), 61-68.
Kyprianou A, Giacomin J, Worden K, Heidrich M & Bocking J (2000) Differential evolution based identification of automotive hydraulic engine mount model parameters. P I MECH ENG D-J AUT, 214(D3), 249-264.
Worden K & Manson G (2000) Damage identification using multivariate statistics: Kernel discriminant analysis. INVERSE PROBLEMS IN ENGINEERING, 8(1), 25-46.
Worden K & Manson G (1999) Random vibrations of a multi-degree-of-freedom non-linear system using the Volterra series. J SOUND VIB, 226(2), 397-405.
Staszewski WJ & Worden K (1999) Wavelet analysis of time-series: Coherent structures, chaos and noise. INT J BIFURCAT CHAOS, 9(3), 455-471.
Staszewski WJ, Wardle R, Worden K & Tomlinson GR (1999) An experimental study of fail-safe sensor distributions for impact detection in composite materials. SMART MATERIALS AND STRUCTURES, 465-473.
Worden K & Manson G (1998) Random vibrations of a Duffing oscillator using the Volterra series. J SOUND VIB, 217(4), 781-789.
Worden K (1998) Confidence bounds for frequency response functions from time series models. MECH SYST SIGNAL PR, 12(4), 559-569.
Chance JE, Worden K & Tomlinson GR (1998) Frequency domain analysis of NARX neural networks. J SOUND VIB, 213(5), 915-941.
Staszewski WJ & Worden K (1998) Analysis of wind fluctuations using the orthogonal wavelet transform. APPL SCI RES, 59(2-3), 205-218.
Staszewski WJ, Worden K & Tomlinson GR (1997) Time-frequency analysis in gearbox fault detection using the Wigner-Ville distribution and pattern recognition. MECH SYST SIGNAL PR, 11(5), 673-692.
Staszewski WJ, Pierce SG, Worden K, Philp WR, Tomlinson GR & Cutshaw B (1997) Wavelet signal processing for enhanced Lamb-wave defect detection in composite plates using optical fiber detection. OPT ENG, 36(7), 1877-1888.
Worden K (1997) Structural fault detection using a novelty measure. J SOUND VIB, 201(1), 85-101.
Worden K, Manson G & Tomlinson GR (1997) A harmonic probing algorithm for the multi-input Volterra series. J SOUND VIB, 201(1), 67-84.
Staszewski WJ & Worden K (1997) Classification of faults in gearboxes - Pre-processing algorithms and neural networks. NEURAL COMPUT APPL, 5(3), 160-183.
Worden K (1996) On jump frequencies in the response of the Duffing oscillator. J SOUND VIB, 198(4), 522-525.
Burrows AP, Worden K & Wright JR (1996) On the use of a rising-falling chirp excitation for vibration testing. J SOUND VIB, 192(2), 599-604.
MANSON G, WORDEN K & TOMLINSON GR (1995) PSEUDO-FAULT INDUCTION IN ENGINEERING STRUCTURES - MULTIINPUT MULTIOUTPUT CONTROL. NONLINEAR DYNAM, 8(3), 367-384.
WORDEN K (1995) ON THE OVER-SAMPLING OF DATA FOR SYSTEM-IDENTIFICATION. MECH SYST SIGNAL PR, 9(3), 287-297.
CAFFERTY S, WORDEN K & TOMLINSON G (1995) CHARACTERIZATION OF AUTOMOTIVE SHOCK-ABSORBERS USING RANDOM-EXCITATION. P I MECH ENG D-J AUT, 209(4), 239-248.
WORDEN K, TOMLINSON GR, LIM W & SAUER G (1994) MODELING AND CLASSIFICATION OF NONLINEAR-SYSTEMS USING NEURAL NETWORKS .2. A PRELIMINARY EXPERIMENT. MECH SYST SIGNAL PR, 8(4), 395-419.
WORDEN K & TOMLINSON GR (1994) MODELING AND CLASSIFICATION OF NONLINEAR-SYSTEMS USING NEURAL NETWORKS .1. SIMULATION. MECH SYST SIGNAL PR, 8(3), 319-356.
WORDEN K, MANSON G & TOMLINSON GR (1994) PSEUDO-NONLINEARITIES IN ENGINEERING STRUCTURES. P ROY SOC LOND A MAT, 445(1923), 193-220.
WORDEN K, WRIGHT JR & ALHADID MA (1994) EXPERIMENTAL IDENTIFICATION OF MULTI-DEGREE-OF-FREEDOM NONLINEAR-SYSTEMS USING RESTORING FORCE METHODS. MODAL ANAL, 9(1), 35-55.
WORDEN K, STANSBY PK, TOMLINSON GR & BILLINGS SA (1994) IDENTIFICATION OF NONLINEAR-WAVE FORCES. J FLUID STRUCT, 8(1), 19-71.
Worden K, Ball AD & Tomlinson GR (1993) Fault location in a framework structure using neural networks. Smart Materials and Structures, 2(3), 189-200.
WORDEN K (1992) RENORMALIZED STRESS TENSORS ON ELLIPSES. J MATH PHYS, 33(7), 2434-2439.
MOHAMMAD KS, WORDEN K & TOMLINSON GR (1992) DIRECT PARAMETER-ESTIMATION FOR LINEAR AND NONLINEAR STRUCTURES. J SOUND VIB, 152(3), 471-499.
Surace C, Worden K & Tomlinson GR (1992) On the Non-Linear Characteristics of Automotive Shock Absorbers. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 206(1), 3-16.
Surace C, Worden K & Tomlinson GR (1992) An improved nonlinear model for an automotive shock absorber. Nonlinear Dynamics, 3(6), 413-429.
DOWKER JS & WORDEN K (1992) RENORMALIZED STRESS TENSORS IN CERTAIN TRIANGLES. CLASSICAL QUANT GRAV, 9(1), 289-306.
Stansby PK, Worden K, Tomlinson GR & Billings SA (1992) Improved wave force classification using system identification. Applied Ocean Research, 14(2), 107-118.
WORDEN K (1990) DATA-PROCESSING AND EXPERIMENT DESIGN FOR THE RESTORING FORCE SURFACE METHOD .1. INTEGRATION AND DIFFERENTIATION OF MEASURED TIME DATA. MECH SYST SIGNAL PR, 4(4), 295-319.
WORDEN K (1990) DATA-PROCESSING AND EXPERIMENT DESIGN FOR THE RESTORING FORCE SURFACE METHOD .2. CHOICE OF EXCITATION SIGNAL. MECH SYST SIGNAL PR, 4(4), 321-344.
Wickramarachchi CT, Gosliga J, Bunce A, Brennan DS, Hester D, Cross EJ & Worden K () Similarity assessment of structures for population-based structural health monitoring via graph kernels. Structural Health Monitoring.
McCulloch J, Gowdridge T, Worden K & Brennan DS () An Implementation of a Generalised Irreducible Element Model Builder for use within a Population-based Framework. e-Journal of Nondestructive Testing, 29(7).
Brennan DS, Kent C, Hester D, Worden K & O'Higgins C () Expanding Irreducible Element models: beams and composites. e-Journal of Nondestructive Testing, 29(7).
Brennan DS, Kent C, Hester D, Worden K & O'Higgins C () Incorporating specialist engineering knowledge into IE models to facilitate enhanced SHM-based transfer learning within PBSHM. e-Journal of Nondestructive Testing, 29(7).
Poole J, Hughes AJ, Gardner P, Bull LA, Dervilis N, Giglioni V, Mills R & Worden K () Active transfer learning for SHM of bridges under changing environmental conditions. e-Journal of Nondestructive Testing, 29(7).
Clarkson D, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ () A spin on active learning analysis for health monitoring.. e-Journal of Nondestructive Testing, 29(7).
Delo G, Roy R, Worden K & Surace C () Using the inverse finite‐element method to harmonise classical modal analysis with fibre‐optic strain data for robust population‐based structural health monitoring. Strain.
Wickramarachchi CT, Maguire E, Cross EJ & Worden K () Measuring data similarity in population-based structural health monitoring using distance metrics. Structural Health Monitoring.
Haywood-Alexander M, Dervilis N, Worden K, Mills RS, Ladpli P & Rogers TJ () A Bayesian Method for Material Identification of Composite Plates via Dispersion Curves. Sensors, 23(1), 185-185.
Poole J, Gardner P, Dervilis N, Bull L & Worden K () On statistic alignment for domain adaptation in structural health monitoring. Structural Health Monitoring, 147592172211104-147592172211104.
Lindley C, Beamish S, Dwyer-Joyce R, Dervilis N & Worden K () A Bayesian Approach for Shaft Centre Localisation in Journal Bearings. Mechanical Systems and Signal Processing.
McLeay T, Turner MS & Worden K () A novel approach to machining process fault detection using unsupervised learning. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 095440542093755-095440542093755.
Worden K & Manson G () On the identification of hysteretic systems. Part I: Fitness landscapes and evolutionary identification. Mechanical Systems and Signal Processing.
Worden K & Becker WE () On the identification of hysteretic systems. Part II: Bayesian sensitivity analysis and parameter confidence. Mechanical Systems and Signal Processing.
Fuentes R, Gardner P, Mineo C, Rogers TJ, Pierce SG, Worden K, Dervilis N & Cross EJ () Autonomous ultrasonic inspection using bayesian optimisation and robust outlier analysis. Mechanical Systems and Signal Processing, 145. View this article in WRRO
Green PL, Worden K, Atallah K & Sims ND () The effect of Duffing-type non-linearities and Coulomb damping on the response of an energy harvester to random excitations.
Worden K, Bull LA, Gardner P, Gosliga J, Rogers TJ, Cross EJ, Papatheou E, Lin W & Dervilis N () A Brief Introduction to Recent Developments in Population-Based Structural Health Monitoring. Frontiers in Built Environment, 6.
Rogers TJ, Worden K & Cross EJ () Bayesian Joint Input-State Estimation for Nonlinear Systems. Vibration, 3(3), 281-303.
Fuentes R, Nayek R, Gardner P, Dervilis N, Rogers T, Worden K & Cross E () Equation discovery for nonlinear dynamical systems: a Bayesian viewpoint. Mechanical Systems and Signal Processing.
Hughes AJ, Bull LA, Gardner P, Barthorpe RJ, Dervilis N & Worden K () On risk-based active learning for structural health monitoring.
Zhang S, Wang T, Worden K & Cross EJ () Canonical-Correlation-Based Fast Feature Selection.
Wang T, Wagg DJ, Worden K & Barthorpe RJ () On sensor optimisation for structural health monitoring robust to environmental variations. Wind Energy Science, 6(5), 1107-1116.

Chapters

Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2025) Quantifying the Value of Information Transfer in Population-Based SHM, Conference Proceedings of the Society for Experimental Mechanics Series (pp. 19-31). Springer Nature Switzerland
Tsialiamanis G, Dervilis N & Worden K (2025) On the Use of Symbolic Regression for Population-Based Modelling of Structures, Conference Proceedings of the Society for Experimental Mechanics Series (pp. 85-91). Springer Nature Switzerland
Giglioni V, Poole J, Mills R, Dervilis N, Venanzi I, Ubertini F & Worden K (2025) A Comprehensive Dataset for a Population of Experimental Bridges Under Changing Environmental Conditions for PBSHM, Conference Proceedings of the Society for Experimental Mechanics Series (pp. 59-68). Springer Nature Switzerland
Hughes AJ, Gardner P & Worden K (2024) Towards Risk-Informed PBSHM: Populations as Hierarchical Systems, Conference Proceedings of the Society for Experimental Mechanics Series (pp. 117-127). Springer Nature Switzerland
Brealy SM, Bull LA, Brennan DS, Beltrando P, Sommer A, Dervilis N & Worden K (2024) On Additive Gaussian Processes for Wind Farm Power Prediction, Lecture Notes in Civil Engineering (pp. 606-614). Springer Nature Switzerland
Giglioni V, Poole J, Mills R, Venanzi I, Ubertini F & Worden K (2024) A Transfer Learning Application for Damage Identification Across a Population of Experimental Bridges, Lecture Notes in Civil Engineering (pp. 33-43). Springer Nature Switzerland
Gowdridge T, Manson G, Dervilis N & Worden K (2024) On the Use of the Generating Series for the Impulse Response of Duffing’s Equation, Conference Proceedings of the Society for Experimental Mechanics Series (pp. 125-135). Springer Nature Switzerland
Delo G, Brennan DS, Surace C & Worden K (2024) On the Influence of Structural Attributes for Transferring Knowledge in Population-Based Structural Health Monitoring, Conference Proceedings of the Society for Experimental Mechanics Series (pp. 59-66). Springer Nature Switzerland
Bull LA, Abdallah I, Mylonas C, Avendaño-Valencia LD, Tatsis K, Gardner P, Rogers TJ, Brennan DS, Cross EJ, Worden K , Duncan AB et al (2023) Data-Centric Monitoring of Wind Farms, Data Driven Methods for Civil Structural Health Monitoring and Resilience (pp. 120-180). CRC Press
Tsialiamanis G, Champneys MD, Wagg DJ, Dervilis N & Worden K (2023) On the Use of Cycle-Consistent Generative Adversarial Networks for Nonlinear Modal Analysis, Topics in Modal Analysis & Parameter Identification, Volume 8 (pp. 45-57). Springer International Publishing
Poole J, Gardner P, Dervilis N, Mclean JH, Rogers TJ & Worden K (2023) Towards Physics-Based Metrics for Transfer Learning in Dynamics, Data Science in Engineering, Volume 10 (pp. 73-81). Springer Nature Switzerland
Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) A Meta-Learning Approach to Population-Based Modelling of Structures, Data Science in Engineering, Volume 10 (pp. 63-71). Springer Nature Switzerland
Rogers TJ, Mclean J, Cross EJ & Worden K (2023) Gaussian Processes, Computational Methods in Engineering & the Sciences (pp. 121-147). Springer International Publishing
Worden K, Tsialiamanis G, Cross EJ & Rogers TJ (2023) Artificial Neural Networks, Computational Methods in Engineering & the Sciences (pp. 85-119). Springer International Publishing
Delo G, Bunce A, Cross EJ, Gosliga J, Hester D, Surace C, Worden K & Brennan DS (2023) When is a Bridge Not an Aeroplane? Part II: A Population of Real Structures, Lecture Notes in Civil Engineering (pp. 965-974). Springer International Publishing
Wickramarachchi CT, Gosliga J, Cross EJ & Worden K (2023) On the Use of Graph Kernels for Assessing Similarity of Structures in Population-Based Structural Health Monitoring, Lecture Notes in Civil Engineering (pp. 995-1004). Springer International Publishing
Gowdridge T, Cross EJ, Dervilis N & Worden K (2023) A Topological Analysis of Cointegrated Data: A Z24 Bridge Case Study, Lecture Notes in Civil Engineering (pp. 1095-1106). Springer International Publishing
Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2023) On Modelling Statistically Independent Nonlinear Normal Modes with Gaussian Process NARX Models, Nonlinear Structures & Systems, Volume 1 (pp. 135-147). Springer International Publishing
Nayek R, Abdessalem MAB, Dervilis N, Cross EJ & Worden K (2023) Approximate Bayesian Inference for Piecewise-Linear Stiffness Systems, Nonlinear Structures & Systems, Volume 1 (pp. 165-175). Springer International Publishing
Worden K, Wagg DJ & Scott M (2023) On Model Validation and Bifurcating Systems: An Experimental Case Study, Model Validation and Uncertainty Quantification, Volume 3 (pp. 1-16). Springer International Publishing
Simpson T, Tsialiamanis G, Dervilis N, Worden K & Chatzi E (2023) On the Use of Variational Autoencoders for Nonlinear Modal Analysis, Nonlinear Structures & Systems, Volume 1 (pp. 297-300). Springer International Publishing
Tygesen UT, Cross EJ, Gardner P, Worden K, Qadri BA & Rogers TJ (2022) Digital Transformation by the Implementation of the True Digital Twin Concept and Big Data Technology for Structural Integrity Management, Ageing and Life Extension of Offshore Facilities (pp. 143-157). ASME
Fuentes R, Cross EJ, Gardner PA, Bull LA, Rogers TJ, Barthorpe RJ, Shi H, Dervilis N, Farrar CR & Worden K (2022) Structural Health Monitoring and Damage Identification, Handbook of Experimental Structural Dynamics (pp. 989-1061). Springer New York
Bull LA, Hughes AJ, Rogers TJ, Gardner P, Worden K & Dervilis N (2022) Partially Supervised Learning for Data-Driven Structural Health Monitoring, Structural Integrity (pp. 389-411). Springer International Publishing
Gardner P, Bull LA, Gosliga J, Dervilis N, Cross EJ, Papatheou E & Worden K (2022) Population-Based Structural Health Monitoring, Structural Integrity (pp. 413-435). Springer International Publishing
Fuentes R, Cross EJ, Gardner PA, Bull LA, Rogers TJ, Barthorpe RJ, Shi H, Dervilis N, Farrar CR & Worden K (2022) Structural Health Monitoring and Damage Identification, Handbook of Experimental Structural Dynamics (pp. 1-72). Springer New York
Wickramarachchi CT, Poole J, Cross EJ & Worden K (2022) On Aspects of Geometry in SHM and Population-Based SHM, Data Science in Engineering, Volume 9 (pp. 67-77). Springer International Publishing
Brennan DS, Mills RS, Cross EJ, Worden K & Gosliga J (2022) On a Description of Aeroplanes and Aeroplane Components Using Irreducible Element Models, Data Science in Engineering, Volume 9 (pp. 103-114). Springer International Publishing
Mylonas C, Tsialiamanis G, Worden K & Chatzi EN (2021) Bayesian Graph Neural Networks for Strain-Based Crack Localization, Data Science in Engineering, Volume 9 (pp. 253-261).
Bull LA, Gardner PA, Dervilis N, Papatheou E, Haywood-Alexander M, Mills RS & Worden K (2021) Transferring Damage Detectors Between Tailplane Experiments, Data Science in Engineering, Volume 9 (pp. 199-211).
Wickramarachchi CT, Brennan DS, Lin W, Maguire E, Harvey DY, Cross EJ & Worden K (2021) Towards Population-Based Structural Health Monitoring, Part V: Networks and Databases, Data Science in Engineering, Volume 9 (pp. 1-8).
Gowdridge T, Dervilis N & Worden K (2021) On Topological Data Analysis for SHM: An Introduction to Persistent Homology, Data Science in Engineering, Volume 9 (pp. 169-184).
Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2021) On Generating Parametrised Structural Data Using Conditional Generative Adversarial Networks, Data Science in Engineering, Volume 9 (pp. 35-46).
Tsialiamanis G, Mylonas C, Chatzi EN, Wagg DJ, Dervilis N & Worden K (2021) On an Application of Graph Neural Networks in Population-Based SHM, Data Science in Engineering, Volume 9 (pp. 47-63).
Jones MR, Rogers TJ, Worden K & Cross EJ (2021) Heteroscedastic Gaussian Processes for Localising Acoustic Emission, Data Science in Engineering, Volume 9 (pp. 185-197).
Wickramarachchi CT, Leahy W, Worden K & Cross EJ (2021) On Metrics Assessing the Information Content of Datasets for Population-Based Structural Health Monitoring, Lecture Notes in Civil Engineering (pp. 494-504). Springer International Publishing
Coletta G, Miraglia G, Gardner P, Ceravolo R, Surace C & Worden K (2021) A Transfer Learning Application to FEM and Monitoring Data for Supporting the Classification of Structural Condition States, Lecture Notes in Civil Engineering (pp. 947-957). Springer International Publishing
Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) New Modes of Inference for Probabilistic SHM, Lecture Notes in Civil Engineering (pp. 415-426). Springer International Publishing
Tsialiamanis GP, Wagg DJ, Gardner PA, Dervilis N & Worden K (2021) On Partitioning of an SHM Problem and Parallels with Transfer Learning, Topics in Modal Analysis & Testing, Volume 8 (pp. 41-50). Springer International Publishing
Tsialiamanis GP, Wagg DJ, Antoniadou I & Worden K (2021) An Ontological Approach to Structural Health Monitoring, Topics in Modal Analysis & Testing, Volume 8 (pp. 51-59). Springer International Publishing
Gardner P, Bull LA, Gosliga J, Dervilis N & Worden K (2020) Towards Population-Based Structural Health Monitoring, Part IV: Heterogeneous Populations, Transfer and Mapping, Model Validation and Uncertainty Quantification, Volume 3 (pp. 187-199). Springer International Publishing
Bull LA, Gardner PA, Gosliga J, Dervilis N, Papatheou E, Maguire AE, Campos C, Rogers TJ, Cross EJ & Worden K (2020) Towards Population-Based Structural Health Monitoring, Part I: Homogeneous Populations and Forms, Model Validation and Uncertainty Quantification, Volume 3 (pp. 287-302). Springer International Publishing
Gardner P, Bull LA, Dervilis N & Worden K (2020) Kernelised Bayesian Transfer Learning for Population-Based Structural Health Monitoring, Model Validation and Uncertainty Quantification, Volume 3 (pp. 209-215). Springer International Publishing
Rogers TJ, Worden K & Cross EJ (2020) Bayesian Solutions to State-Space Structural Identification, Model Validation and Uncertainty Quantification, Volume 3 (pp. 247-253). Springer International Publishing
Devendra T, Dervilis N, Worden K, Tsialiamanis G, Cross EJ & Rogers TJ (2020) An Evolutionary Approach to Learning Neural Networks for Structural Health Monitoring, Model Validation and Uncertainty Quantification, Volume 3 (pp. 237-246). Springer International Publishing
Fuentes R, Cross EJ, Gardner PA, Bull LA, Rogers TJ, Barthorpe RJ, Shi H, Dervilis N, Farrar CR & Worden K (2020) Structural Health Monitoring and Damage Identification, Handbook of Experimental Structural Dynamics (pp. 1-72).
Bull LA, Worden K, Rogers TJ, Cross EJ & Dervilis N (2020) Investigating Engineering Data by Probabilistic Measures, Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 (pp. 77-81). Springer International Publishing
Liu X & Worden K (2020) On the Application of Domain Adaptation in SHM, Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 (pp. 111-122). Springer International Publishing
Worden K, Iakovidis I & Cross EJ (2019) On Stationarity and the Interpretation of the ADF Statistic, Conference Proceedings of the Society for Experimental Mechanics Series (pp. 29-38). Springer International Publishing
Tygesen UT, Worden K, Rogers T, Manson G & Cross EJ (2019) State-of-the-Art and Future Directions for Predictive Modelling of Offshore Structure Dynamics Using Machine Learning, Conference Proceedings of the Society for Experimental Mechanics Series (pp. 223-233). Springer International Publishing
Worden K, Cross EJ & Brownjohn JMW (2013) Switching Response Surface Models for Structural Health Monitoring of Bridges, Surrogate-Based Modeling and Optimization (pp. 337-358). Springer New York
Akid R, Lishchuk SV, Worden K, Balkowiec A, Michalski J & Kurzydlowski KJ (2012) Modelling of the Aluminium Alloy Al 2024 from the Microscale to the Macroscale: Intergranular Corrosion, Aluminium Alloy Corrosion of Aircraft Structures (pp. 59-75). WIT Press
Worden K (2010) Structural Health Monitoring using Pattern Recognition (pp. 183-246).
Karbhari VM, Catbas FN, Yang YW, Soh CK, Swartz RA, Lynch JP, Shinozuka M, Mansouri B, Wang ML, Karbhari VM , Lee LS-W et al (2009) Contributor contact details, Structural Health Monitoring of Civil Infrastructure Systems (pp. xi-xiv). Elsevier
Mustapha F, Sapuan SM, Worden K & Manson G (2009) Damage localization of carbon fiber–reinforced plastic composite and perspex plates using novelty indices and the cross-validation set of multilayer perceptron neural network, Composite Materials Technology: Neural Network Applications (pp. 115-133).
Mustapha F, Sapuan SM, Worden K & Manson G (2009) Damage identification and localization of carbon fiber reinforced plastic composite plate using outlier analysis and multilayer perceptron neural network, Composite Materials Technology: Neural Network Applications (pp. 79-114).
Worden K, Manson G & Rippengill S (2009) Statistical pattern recognition and damage detection in structural health monitoring of civil infrastructure systems, Structural Health Monitoring of Civil Infrastructure Systems (pp. 305-335).
Barthorpe RJ & Worden K (2009) Sensor placement optimisation for structural health monitoring In Boller C, Chang F & Fujino YZ (Ed.), Encyclopedia of structural health monitoring (pp. 1239-1250). Chichester: Wiley.
Worden K, Staszewski W, Manson G, Ruotulo A & Surace C (2008) Optimization Techniques for Damage Detection John Wiley & Sons, Ltd
Worden K & Friswell MI (2008) Modal-Vibration-Based Damage Identification John Wiley & Sons, Ltd
Farrar CR, Worden K & Dulieu-Barton J (2008) Principles of Structural Degradation Monitoring John Wiley & Sons, Ltd
Staszewski WJ & Worden K (2008) Signal Processing for Damage Detection John Wiley & Sons, Ltd
Manson G, Worden K, Pierce SG & Denoeux T (2008) Uncertainty Analysis John Wiley & Sons, Ltd
Hensman J & Worden K (2007) Wavelet Based Feature Extraction for Acoustic Emission, Experimental Analysis of Nano and Engineering Materials and Structures (pp. 921-922). Springer Netherlands
Isaac G, Spencer A, Worden K & Dulieu-Barton JM (2007) The Effect of Crack-Tip Interactions on the Curve-Fitting of Mixed-Mode Isopachics, Experimental Analysis of Nano and Engineering Materials and Structures (pp. 865-866). Springer Netherlands
Worden K, Bullough WA & Haywood J (2003) The Smart Approach — An Introduction to Smart Technologies, Smart Technologies (pp. 1-5). WORLD SCIENTIFIC
Worden K & Staszewski WJ (2003) Data Fusion — The Role of Signal Processing for Smart Structures and Systems, Smart Technologies (pp. 71-107). WORLD SCIENTIFIC
Worden K & Worden H () Appendix: Translation of Sections from Duffing's Original Book, The Duffing Equation (pp. 323-354). John Wiley & Sons, Ltd
Farrar CR, Worden K, Lieven NAJ & Park G () Nondestructive Evaluation of Structures John Wiley & Sons, Ltd
Worden K & Inman DJ () Modal Vibration Methods in Structural Health Monitoring John Wiley & Sons, Ltd
Al-Bender F, Lampaert V, Fassois SD, Rizos DC, Worden K, Engster D, Hornstein A & Parlitz U () Measurement and Identification of Pre-Sliding Friction Dynamics, Nonlinear Dynamics of Production Systems (pp. 349-367). Wiley-VCH Verlag GmbH & Co. KGaA
Staszewski WJ & Worden K () Signal Processing for Damage Detection, Health Monitoring of Aerospace Structures (pp. 163-206). John Wiley & Sons, Ltd
Pierce SG, Worden K & Manson G () Considerations for Practical Neural Network Application to a Damage Detection Problem, Damage Assessment of Structures VI (pp. 151-158). Trans Tech Publications Ltd.
Manson G, Pierce SG, Worden K & Chetwynd D () Classification Using Radial Basis Function Networks with Uncertain Weights, Damage Assessment of Structures VI (pp. 135-142). Trans Tech Publications Ltd.
Hensman JJ, Cristodaro CV, Pierce SG & Worden K () On the Reproducibility of Transducer Coupling for Acoustic Emission Testing, Advanced Materials Research (pp. 117-124). Trans Tech Publications Ltd.

Conference proceedings papers

Dardeno T, Bull LA, Dervilis N & Worden K (2024) Transfer learning via intermediate structures. e-Journal of Nondestructive Testing, Vol. 2024(07). Potsdam, Germany, 10 June 2024 - 10 June 2024. View this article in WRRO
Dardeno T, Bull L, Dervilis N & Worden K (2024) Decoupling nonlinear normal modes using normalising flows. Proceedings of the 42nd International Modal Analysis Conference. Orlando, Florida. United States, 29 January 2024 - 29 January 2024. View this article in WRRO
Worden K, Dardeno TA, Hughes AJ & Tsialiamanis G (2024) On the topology and geometry of population-based SHM. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 3120-3137)
Hughes AJ, Worden K, Dervilis N & Rogers TJ (2024) Cost-informed dimensionality reduction for structural digital twin technologies. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 4529-4542)
Tsialiamanis G, Worden K, Dervilis N & Hughes AJ (2024) Towards an active-learning approach to resource allocation for population-based damage prognosis. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 3343-3353)
Preston OHL, Rogers TJ & Worden K (2024) Using higher-order frequency response functions from NARX models to support activation function choices. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 2294-2307)
Papatheou E, Manson G, Battu RS, Worden K & Tsialiamanis G (2024) On the use of synthetic data for SHM: a short investigation on a laboratory structure. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 3369-3376)
Delo G, Surace C & Worden K (2024) Knowledge sharing for improving damage identification across a population of heterogeneous aircraft models. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 3109-3119)
Dardeno TA, Bull LA, Dervilis N & Worden K (2024) When does a bridge become an aeroplane?. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 3312-3320)
Bull LA, Dardeno T, Dervilis N, Glyn-Davies A, Bunker J, Girolami M & Worden K (2024) Nonlinear normal modes as normalising Kalman filters. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 2174-2187)
Worden K (2024) Revisiting a link between algebraic geometry and nonlinear dynamics. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 2122-2137)
Bee SC, Bull LA, Dervilis N & Worden K (2024) Regularising NARX models with multi-task learning. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 2014-2021)
Champneys MD, Rogers TJ, Dervilis N & Worden K (2024) Towards Exact Statistically Independent Nonlinear Normal Modes via the FPK Equation (pp 81-91)
Brennan DS, Rogers TJ, Cross EJ & Worden K (2024) Calculating Structure Similarity via a Graph Neural Network in Population-Based Structural Health Monitoring: Part II (pp 151-158)
Worden K & Cross EJ (2024) A Tutorial on Data-Driven Methods in Nonlinear Dynamics (pp 51-70)
Haywood-Alexander M, Worden K, Dervilis N, Mills RS, Bull LA & Dardeno TA (2024) The Astir Glider Wing Dataset for Population-Based SHM (pp 19-25)
SMITH SM, HUGHE AJ, DARDENO TA, BULL LA, DERVILIS N & WORDEN K (2023) ANOMALY DETECTION IN OFFSHORE WIND TURBINE STRUCTURES USING HIERARCHICAL BAYESIAN MODELLING. Proceedings of the 14th International Workshop on Structural Health Monitoring
POOLE J, GARDNER P, HUGHES AJ, MILLS RS, DARDENO TA, DERVILIS N & WORDEN K (2023) PHYSICS-INFORMED TRANSFER LEARNING IN PBSHM: A CASE STUDY ON EXPERIMENTAL HELICOPTER BLADES. Proceedings of the 14th International Workshop on Structural Health Monitoring
HUGHES AJ, POOLE J, DERVILIS N, GARDNER P & WORDEN K (2023) A DECISION FRAMEWORK FOR SELECTING INFORMATION-TRANSFER STRATEGIES IN POPULATION-BASED SHM. Proceedings of the 14th International Workshop on Structural Health Monitoring
CLARKSON DR, BULL LA, DARDENO TA, WICKRAMARACHCHI CT, CROSS EJ, ROGERS TJ, WORDEN K, DERVILIS N & HUGHES AJ (2023) SHARING INFORMATION BETWEEN MACHINE TOOLS TO IMPROVE SURFACE FINISH FORECASTING. Proceedings of the 14th International Workshop on Structural Health Monitoring
LINDLEY CA, JONES MR, DARDENO TA, MILLS RS, DERVILIS N & WORDEN K (2023) ACOUSTIC EMISSION SOURCE LOCATION USING BAYESIAN OPTIMISATION FOR A COMPOSITE HELICOPTER BLADE. Proceedings of the 14th International Workshop on Structural Health Monitoring
DARDENO TA, BULL LA, MILLS RS, DERVILIS N & WORDEN K (2023) HIERARCHICAL BAYESIAN MODELLING OF A FAMILY OF FRFS. Proceedings of the 14th International Workshop on Structural Health Monitoring
BRASSINGTON A, ALEXANDER MH, DERVILIS N, WORDEN K & ROGERS TJ (2023) DETECTION, LOCALISATION, AND QUANTIFICATION OF BOLT LOOSENESS IN AN ALUMINIUM PLATE USING LAMB WAVE ANALYSIS. Proceedings of the 14th International Workshop on Structural Health Monitoring
BEE SC, BULL LA, DERVILIS N & WORDEN K (2023) WHEN IS AN SHM PROBLEM A MULTI-TASK- LEARNING PROBLEM?. Proceedings of the 14th International Workshop on Structural Health Monitoring
PAPATHEOU E, TATSIS K, AGATHOS K, HAYWOOD-ALEXANDER M, DERVILIS N & WORDEN K (2023) ON THE USE OF MODEL-BASED VERSUS DATA-BASED APPROACHES FOR VIRTUAL SENSING IN SHM. Proceedings of the 14th International Workshop on Structural Health Monitoring
Gowdridge T, Dervilis N, Cross EJ & Worden K (2023) On Quantifying Data Normalisation via Cointegration with Topological Methods (pp 43-52)
Dardeno TA, Bull LA, Dervilis N & Worden K (2023) A Population Form via Hierarchical Bayesian Modelling of the FRF (pp 95-103)
Wang T, Worden K, Wagg DJ, Cross EJ, Maguire AE & Lin W (2023) Automatic Selection of Optimal Structures for Population-Based Structural Health Monitoring (pp 83-93)
Bee SC, Papatheou E, Haywood-Alexander M, Mills RS, Bull LA, Worden K & Dervilis N (2023) Better Together: Using Multi-Task Learning to Improve Feature Selection Within Structural Datasets (pp 53-61)
Dardeno T, Bull L, Mills R, Dervilis N & Worden K (2023) Hierarchical Bayes for population-based modelling of FRFs with temperature variation. Proceedings of the XII International Conference on Structural Dynamics. Delft, The Netherlands, 2 July 2023 - 2 July 2023. View this article in WRRO
Delo G, Surace C, Worden K & Brennan DS (2023) On the Influence of Structural Attributes for Assessing Similarity in Population-Based Structural Health Monitoring. Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 1553-1562)
Brennan DS, Cross EJ & Worden K (2023) A Comparison of Structural Similarity Metrics within Population-Based Structural Health Monitoring. Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 176-185)
Worden K & Cross EJ (2023) On Engle-Granger Cointegration Using Treed Gaussian Processes. Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 2833-2843)
Poole J, Gardner P, Dervilis N, Bull L & Worden K (2023) On the Application of Partial Domain Adaptation for PBSHM (pp 408-418)
Haywood-Alexander M, Dervilis N, Worden K & Rogers TJ (2023) A Bayesian Approach to Lamb-Wave Dispersion Curve Material Identification in Composite Plates (pp 139-149)
Hughes AJ, Bull LA, Gardner P, Dervilis N, Worden K & Hughes A (2022) Semi-supervised risk-based active learning using inspection and maintenance information. Proceedings of ISMA 2022-International Conference on Noise and Vibration Engineering and USD 2022-International Conference on Uncertainty in Structural Dynamics. Leuven, Belgium, 12 September 2022 - 12 September 2022. View this article in WRRO
Wang T, Wagg D, Barthorpe R & Worden K (2022) On robustness of optimal sensor placement to environmental variation for SHM. Proceedings of the 13th International Workshop on Structural Health Monitoring 2021: Enabling Next-Generation SHM for Cyber-Physical Systems (pp 977-987). 439 North Duke Street, Lancaster, Pennsylvania, 17602, U.S.A. View this article in WRRO
Wang T, Wagg D, Worden K & Barthorpe R (2022) Assessment criteria for optimal sensor placement for a structural health monitoring system. Proceedings of the 13th International Workshop on Structural Health Monitoring 2021: Enabling Next-Generation SHM for Cyber-Physical Systems (pp 365-375). 439 North Duke Street, Lancaster, Pennsylvania, 17602, U.S.A. View this article in WRRO
Lin W, Worden K & Cross E (2022) A Spatial Autoregressive Approach for Wake Field Prediction Across a Wind Farm. Lecture Notes in Civil Engineering, Vol. 270, 4 July 2022 - 7 July 2022.
Lindley CA, Rogers T, Dwyer-Joyce R, Dervilis N & Worden K (2022) On the Application of Variational Auto Encoders (VAE) for Damage Detection in Rolling Element Bearings. Proceedings of the Thirteenth International Workshop on Structural Health Monitoring, IWSHM 2021 (pp 388-397). Lancaster, PA,. USA, 15 March 2022 - 17 March 2022.
TSIALIAMANIS G, WAGG D, DERVILIS N & WORDEN K (2022) ON AN APPLICATION OF GENERATIVE ADVERSARIAL NETWORKS ON REMAINING LIFETIME ESTIMATION. Proceedings of the 13th International Workshop on Structural Health Monitoring
DARDENO TA, BULL LA, DERVILIS N & WORDEN K (2022) INVESTIGATING EXPERIMENTAL REPEATABILITY AND FEATURE CONSISTENCY IN VIBRATION-BASED SHM. Proceedings of the 13th International Workshop on Structural Health Monitoring
DARDENO TA, HAYWOOD-ALEXANDER M, MILLS RS, BULL LA, DERVILIS N & WORDEN K (2022) INVESTIGATING THE EFFECTS OF AMBIENT TEMPERATURE ON FEATURE CONSISTENCY IN VIBRATION-BASED SHM. Proceedings of the 13th International Workshop on Structural Health Monitoring
GARDNER P, . BULL LA, GOSLIGA J, POOLE J, DERVILIS N & WORDEN K (2022) ON A POPULATION-BASED STRUCTURAL HEALTH MONITORING FRAMEWORK: AN AEROSPACE CASE STUDY. Proceedings of the 13th International Workshop on Structural Health Monitoring
GOWDRIDGE T, DERVILIS N & WORDEN K (2022) ON THE APPLICATION OF TOPOLOGICAL DATA ANALYSIS: A Z24 BRIDGE CASE STUDY. Proceedings of the 13th International Workshop on Structural Health Monitoring
POOLE J, GARDNER P, DERVILIS N, BULL L & WORDEN K (2022) ON NORMALISATION FOR DOMAIN ADAPTATION IN POPULATION-BASED STRUCTURAL HEALTH MONITORING. Proceedings of the 13th International Workshop on Structural Health Monitoring
WICKRAMARACHCHI, CT, JIANG X, CROSS EJ & WORDEN K (2022) ASSESSING THE INFORMATION CONTENT OF DATASETS FOR STRUCTURAL HEALTH MONITORING. Proceedings of the 13th International Workshop on Structural Health Monitoring
Muraleedharan A, Barthorpe RJ & Worden K (2022) On Predicting Uncertainties in the Dynamic Response of a Welded Structure (pp 45-57)
Brennan DS, Wickramarachchi CT, Cross EJ & Worden K (2022) Implementation of an Organic Database Structure for Population-Based Structural Health Monitoring (pp 23-41)
Hughes AJ, Barthorpe RJ & Worden K (2022) On Health-State Transition Models for Risk-Based Structural Health Monitoring (pp 49-60)
Champneys MD, Dervilis N & Worden K (2022) On Affine Symbolic Regression Trees for the Solution of Functional Problems (pp 95-108)
Gowdridge T, Dervilis N & Worden K (2022) On the Application of the Generating Series for Nonlinear Systems with Polynomial Stiffness (pp 135-149)
Nayek R, Worden K & Cross EJ (2022) Equation Discovery Using an Efficient Variational Bayesian Approach with Spike-and-Slab Priors. Conference Proceedings of the Society for Experimental Mechanics Series (pp 149-161)
Jones MR, Rogers TJ, Worden K & Cross EJ (2022) Enhanced uncertainty quantification for acoustic emission localisation. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 4890-4903)
Poole J, Gardner P, Dervilis N, Bull LA & Worden K (2022) A comparison of kernel and deep domain adaptation methods for SHM. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3662-3670)
Papatheou E, Tatsis KE, Battu RS, Agathos K, Haywood-Alexander M, Chatzi E, Dervilis N & Worden K (2022) Virtual sensing for SHM: a comparison between Kalman filters and Gaussian processes. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3792-3803)
Champneys MD, Rogers TJ, Dervilis N & Worden K (2022) On higher-order frequency response functions from kernel-NARX methods. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 2301-2315)
Haywood-Alexander M, Dervilis N, Worden K, Ladpli P, Fremmelev MA & Rogers TJ (2022) Bayesian identification of material properties for a fibre-composite plate, via dispersion curves. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 1866-1874)
Lindley CA, Jones MR, Rogers TJ, Dwyer-Joyce RS, Dervilis N & Worden K (2022) A nonparametric Bayesian approach for the detection of acoustic emission events in time series signals. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 4777-4787)
Brennan DS, Rogers TJ, Cross EJ & Worden K (2022) On quantifying the similarity of structures via a Graph Neural Network for population-based structural health monitoring. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3713-3721)
Dardeno TA, Mills RS, Bull LA, Dervilis N & Worden K (2022) Investigating the effects of temperature variation in vibration-based SHM. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3620-3628)
Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2022) Investigating experimental repeatability and feature consistency in vibration-based SHM using nominally-identical helicopter blades. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2022-August (pp 165-169)
Hughes AJ, Gardner P & Worden K (2022) Towards risk-informed decision-making for population-based structural health monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2022-August (pp 425-428)
Gardner PA, Bull LA, Dervilis N & Worden K (2022) On the application of heterogeneous transfer learning to population-based structural health monitoring. Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 87-98). Virtual conference, 8 February 2021 - 11 February 2021.
Gardner PA, Bull LA, Dervilis N & Worden K (2022) Challenges for SHM from structural repairs : an outlier-informed domain adaptation approach. Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 75-86). Virtual conference, 8 February 2021 - 11 February 2021.
Haywood-Alexander M, Dervilis N, Worden K, Dobie GB & Rogers TJ (2021) Decomposition of multi-mode signals using dispersion curves and Bayesian linear regression. Health Monitoring of Structural and Biological Systems XV, 22 March 2021 - 27 March 2021.
Worden K (2021) Towards Population-Based Structural Health Monitoring, Part VI: Structures as Geometry (pp 221-236)
Hughes AJ, Barthorpe RJ, Farrar CR & Worden K (2021) An Augmented Risk-Based Paradigm for Structural Health Monitoring (pp 201-212)
Rogers TJ, Longbottom JD, Worden K & Cross EJ (2021) Nonlinear Gaussian process latent force models for input estimation in hysteretic systems. UNCECOMP Proceedings, Vol. 2021-June
Wickramarachchi CT, Maguire E, Worden K & Cross EJ (2021) On assessing the similarity of wind turbines for population-based structural health monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1783-1788)
Gardner P, Bull LA, Dervilis N & Worden K (2021) On Domain-Adapted Gaussian Mixture Models for Population-Based Structural Health Monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 663-670)
Bull LA, Gardner P, Dervilis N, Papatheou E & Worden K (2021) Automated Feature Extraction for Damage Detection: A Pseudo-fault Framework for Population-based SHM. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 655-661)
Worden K, Hester D, Bunce A & Gosliga J (2021) When is a Bridge not an Aeroplane?. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1775-1781)
Bunce A, Hester D, Worden K, Gosliga J & Taylor S (2021) PBSHM - Guidance for ensuring quality when creating an IE model for a bridge. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1789-1795)
Hester D, Bunce A, Worden K, Gosliga J & Taylor S (2021) Comparison of bridge topology before and after repair using attributed graph comparisons towards population based SHM. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1797-1802)
Gosliga J, Bunce A, Hester D & Worden K (2021) Creating a network of structures based on physical similarity. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1803-1808)
Brennan DS, Gosliga J, Cross EJ & Worden K (2021) On Implementing an Irreducible Element Model Schema for Population-Based Structural Health Monitoring. Structural Health Monitoring 2021: Enabling Next-Generation SHM for Cyber-Physical Systems - Proceedings of the 13th International Workshop on Structural Health Monitoring, IWSHM 2021 (pp 905-914)
Haywood-Alexander M, Rogers TJ, Worden K, Barthorpe RJ, Cross EJ & Dervilis N (2020) Modelling of Guided Waves in a Composite Plate Through a Combination of Physical Knowledge and Regression Analysis (pp 109-114)
Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2020) Towards population-based structural health monitoring, Part II : heterogeneous populations and structures as graphs. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics. Houston, TX, USA, 10 February 2020 - 13 February 2020. View this article in WRRO
Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2020) Towards population-based structural health monitoring, Part III: Graphs, networks and communities. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics View this article in WRRO
Lin W, Worden K, Maguire AE & Cross E (2020) Towards population-based structural health monitoring, Part VII: EoV fields: environmental mapping. Conference Proceedings of the Society for Experimental Mechanics Series View this article in WRRO
Haywood-Alexander M, Worden K, Dobie G, Rogers TJ & Dervilis N (2020) Lamb wave mode separation using dispersion curves. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 2891-2898)
Tsialiamanis G, Chatzi E, Dervilis N, Wagg D & Worden K (2020) AN APPLICATION OF GENERATIVE ADVERSARIAL NETWORKS IN STRUCTURAL HEALTH MONITORING. XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020.
Muraleedharan A, Barthorpe R & Worden K (2020) A PROBABILISTIC APPROACH TOWARDS UNCERTAINTY QUANTIFICATION IN JOINED STRUCTURES. XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020.
Tsialiamanis G, Wagg D, Dervilis N & Worden K (2020) A NEAT APPROACH TO STRUCTURAL HEALTH MONITORING. XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020.
Gonzaga P, Worden K, Dervilis N, Stevanovic N, Bernhammer LO & Toft HS (2020) Uncertainty quantification framework for structural model of wind turbine blades. Proceedings of the International Conference on Structural Dynamic , EURODYN, Vol. 2 (pp 3911-3920)
Hughes AJ, Barthorpe RJ, Gardner P, Wagg DJ, Rogers TJ, Cross EJ & Worden K (2020) On decision-making for adaptive models combining physics and data. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3623-3637)
Tatsis KE, Dertimanis VK, Rogers TJ, Cross EJ, Worden K & Chatzi EN (2020) A spatiotemporal dual Kalman filter for the estimation of states and distributed inputs in dynamical systems. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3591-3597)
Lin W, Worden K, Maguire AE & Cross EJ (2020) Power mapping: A wind turbine performance indicator in population-based structural health monitoring. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3863-3869)
Gonzaga P, Worden K, Dervilis N, Stevanovic N, Bernhammer L & Toft H (2020) On the quantification of structural uncertainties of blades and their effect on wind turbine loads. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3853-3862)
Nayek R, Worden K, Cross EJ & Fuentes R (2020) A sparse Bayesian approach to model structure selection and parameter estimation of dynamical systems using spike-and-slab priors. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3639-3653)
Fuentes R, Dervilis N, Worden K & Cross EJ (2019) Efficient parameter identification and model selection in nonlinear dynamical systems via sparse Bayesian learning. Journal of Physics: Conference Series, Vol. 1264(1). Valpre, Lyon, France, 15 April 2019 - 17 April 2019. View this article in WRRO
Rogers TJ, Schön TB, Lindholm A, Worden K & Cross EJ (2019) Identification of a Duffing oscillator using particle Gibbs with ancestor sampling. Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 17 April 2019. View this article in WRRO
Bull LA, Worden K, Rogers TJ, Wickramarachchi C, Cross EJ, McLeay T, Leahy W & Dervilis N (2019) A probabilistic framework for online structural health monitoring : active learning from machining data streams. Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 17 April 2019. View this article in WRRO
Worden K, Cross E, Gardner P, Barthorpe R & Wagg D (2019) On digital twins, mirrors and virtualisations. Model Validation and Uncertainty Quantification, Volume 3, Vol. 3 (pp 285-295). Reno, NV, USA, 3 June 2019 - 6 June 2019. View this article in WRRO
Wagg D, Gardner P, Barthorpe R & Worden K (2019) On key technologies for realising digital twins for structural dynamics applications. Model Validation and Uncertainty Quantification, Volume 3, Vol. 3 (pp 267-272). Reno, NV, USA, 3 June 2019 - 6 June 2019. View this article in WRRO
Dervilis N, Zhang T, Bull L, Cross EJ, Rogers TJ, Fuentes R, Dertimanis V, Abdallah I, Chatzi E & Worden K (2019) A nonlinear robust outlier detection approach for SHM. 8th IOMAC - International Operational Modal Analysis Conference, Proceedings (pp 107-114) View this article in WRRO
Bull L, Manson G, Worden K & Dervilis N (2019) Active Learning Approaches to Structural Health Monitoring (pp 157-159)
Abdessalem AB, Dervilis N, Wagg D & Worden K (2019) An Efficient Likelihood-Free Bayesian Computation for Model Selection and Parameter Estimation Applied to Structural Dynamics (pp 141-151)
Deraemaeker A, Dumoulin C, Dervilis N, Cross EJ & Worden K (2019) Statistical analysis of damage indicators based on ultrasonic testing with embedded piezoelectric transducers. 9th ECCOMAS Thematic Conference on Smart Structures and Materials, SMART 2019 (pp 251-262)
Martucci D, Civera M, Surace C & Worden K (2018) Novelty Detection in a Cantilever Beam using Extreme Function Theory. Journal of Physics: Conference Series, Vol. 1106(1) View this article in WRRO
Iakovidis I, Cross EJ & Worden K (2018) A principled multiresolution approach for signal decomposition. Journal of Physics: Conference Series, Vol. 1106(1), 2 July 2018 - 4 July 2018. View this article in WRRO
Scott D, Simpson T, Dervilis N, Rogers T & Worden K (2018) Machine Learning for Energy Load Forecasting. Journal of Physics: Conference Series, Vol. 1106(1), 2 July 2018 - 4 July 2018. View this article in WRRO
Gibbons TJ, Pierce S, Worden K & Antoniadou I (2018) Convolutional neural networks for the detection of damaged fasteners in engineering structures. Proceedings of the 9th European workshop on structural health monitoring (EWSHM 2019), 10 July 2018 - 13 July 2018. View this article in WRRO
Gibbons T, Pierce G, Worden K & Antoniadou I (2018) A gaussian mixture model for automated corrosion detection in remanufacturing. Advances in Transdisciplinary Engineering, Vol. 8 (pp 63-68) View this article in WRRO
Civera M, Filosi CM, Pugno NM, Silvestrini M, Surace C & Worden K (2018) Using wavelet level variance and the discrete wavelet transform to monitor postoperative healing of vocal cords. 9th European Workshop on Structural Health Monitoring, EWSHM 2018
Bull LA, Worden K, Cross EJ & Dervilis N (2018) Outlier ensembles: An alternative robust method for inclusive outlier analysis with structural health monitoring data. 9th European Workshop on Structural Health Monitoring, EWSHM 2018
Rogers TJ, Worden K, Fuentes R, Dervilis N, Tygesen UT & Cross EJ (2018) A semi-supervised bayesian non-parametric approach to damage detection. 9th European Workshop on Structural Health Monitoring, EWSHM 2018
Abdallah I, Dertimanis V, Mylonas H, Tatsis K, Chatzi E, Dervilis N, Worden K & Maguire E (2018) Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data. Safety and Reliability - Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018 (pp 3053-3062)
Zhang T, Barthorpe RJ & Worden K (2018) On NARX models using treed Gaussian processes. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 2775-2782)
Walker S, Lord C, Dervilis N, Papatheou E & Worden K (2018) On the use of pseudo-damage to represent damage to structures in population-based Structural Health Monitoring. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 3709-3722)
Papatheou E, Manson G & Worden K (2018) Pseudo-faults (or damage metaphors) for SHM: A discussion on their practical use. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 3825-3835)
Fuentes R, Dervilis N, Tcherniak D, Worden K & Cross EJ (2018) Outlier analysis under uncertainty: Applications to structural health monitoring. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 4985-4999)
Rogers TJ, Worden K, Manson G, Tygesen UT & Cross EJ (2018) A Bayesian filtering approach to operational modal analysis with recovery of forcing signals. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 5181-5194)
ABDESSALEM A, Dervilis N, Wagg D & Worden K (2017) ABC-NS: a new computational inference method applied to parameter estimation and model selection in structural dynamics. 23 Congrès Français de Mécanique, 1 September 2017. View this article in WRRO
Civera M, Filosi CM, Pugno NM, Silvestrini M, Surace C & Worden K (2017) Assessment of vocal cord nodules: a case study in speech processing by using Hilbert-Huang Transform. Journal of Physics: Conference Series, Vol. 842 (pp 012025-012025) View this article in WRRO
Antoniadou I, Worden K, Marchesiello S, Mba C & Garibaldi L (2017) An Illustration of New Methods in Machine Condition Monitoring, Part II: Adaptive outlier detection. Journal of Physics: Conference Series, Vol. 842 View this article in WRRO
Worden K, Antoniadou I, Marchesiello S, Mba C & Garibaldi L (2017) An illustration of new methods in machine condition monitoring, Part I: stochastic resonance. Journal of Physics: Conference Series, Vol. 842 View this article in WRRO
Bull LA, Worden K, Cross EJ & Dervilis N (2017) Is it worth changing pattern recognition methods for structural health monitoring?. Journal of Physics: Conference Series, Vol. 842 View this article in WRRO
Dervilis N, Cross EJ, Antoniadou I, Farrar CR, Worden K & IEEE (2017) Aspects of Computational Intelligence in Structural Dynamics: Structural Health Monitoring. 2017 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI) (pp 1677-1683)
Civera M, Surace C & Worden K (2017) Detection of Cracks in Beams Using Treed Gaussian Processes (pp 85-97)
Dervilis N, Cross EJ, Antoniadou I, Farrar CR & Worden K (2017) Aspects of computational intelligence in structural dynamics: Structural health monitoring. 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 27 November 2017 - 1 December 2017.
Rogers TJ, Holmes GR, Cross EJ & Worden K (2017) On a Grey Box Modelling Framework for Nonlinear System Identification (pp 167-178)
Schoukens M & Worden K (2017) Evolutionary Identification of Block-Structured Systems (pp 359-366)
Fuentes R, Cross EJ, Ray N, Dervilis N, Guo T & Worden K (2017) In-Process Monitoring of Automated Carbon Fibre Tape Layup Using Ultrasonic Guided Waves (pp 179-188)
Shi H, Worden K & Cross EJ (2017) An Exploratory Study on Removing Environmental and Operational Effects Using a Regime-Switching Cointegration Method (pp 329-337)
Dervilis N, Maguire AE, Papatheou E & Worden K (2017) Wind Turbine Health Monitoring: Current and Future Trends with an Active Learning Twist (pp 119-129)
Rogers TJ, Manson G, Worden K & Cross EJ (2017) On the choice of optimisation scheme for Gaussian process hyperparameters in SHM problems. Structural Health Monitoring 2017: Real-Time Material State Awareness and Data-Driven Safety Assurance - Proceedings of the 11th International Workshop on Structural Health Monitoring, IWSHM 2017, Vol. 2 (pp 2103-2111)
Worden K, Surace C & Becker W (2017) Uncertainty Bounds on Higher-Order FRFs from Gaussian Process NARX Models. Procedia Engineering, Vol. 199 (pp 1994-2000) View this article in WRRO
Worden K, Rogers T & Cross EJ (2017) Identification of Nonlinear Wave Forces Using Gaussian Process NARX Models (pp 203-221)
Worden K & Green PL (2017) A machine learning approach to nonlinear modal analysis. Mechanical Systems and Signal Processing, Vol. 84 (pp 34-53) View this article in WRRO
Ben Abdessalem A, Dervilis N, Wagg D & Worden K (2016) Identification of nonlinear dynamical systems using approximate Bayesian computation based on a sequential Monte Carlo sampler. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 2551-2565) View this article in WRRO
Papatheou E, Lord CE, Dervilis N, Wagg DJ & Worden K (2016) An exploratory study of the suitability of a wind turbine blade as a nonlinear demonstrator. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 4069-4080) View this article in WRRO
Shi H, Worden K & Cross EJ (2016) A nonlinear cointegration approach with applications to structural health monitoring. Journal of Physics: Conference Series, Vol. 744 (pp 012025-012025) View this article in WRRO
Dervilis N, Papatheou E, Antoniadou I, Cross EJ & Worden K (2016) On the usage of active learning for SHM. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 4033-4043) View this article in WRRO
Scott M, Tiboaca D, Barthorpe RJ, Wagg DJ & Worden K (2016) On the validation of nonlinear MDOF system models. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 2785-2796)
Ray N, Worden K, Turner S, Villain-Chastre JP & Cross EJ (2016) Tool wear prediction and damage detection in milling using hidden Markov models. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 3391-3402)
Holmes GR, Thomas A, Capener W, Worden K & Cross EJ (2016) Data-based classifiers for identification of aircraft landing characteristics. 8th European Workshop on Structural Health Monitoring, EWSHM 2016, Vol. 1 (pp 93-101)
Rahtm SA, Manson G & Worden K (2016) Data visualization approach for operational loading variations of an aircraft wing box using vibration based damage detection. 8th European Workshop on Structural Health Monitoring, EWSHM 2016, Vol. 4 (pp 2893-2902)
Manson G & Worden K (2016) Higher-Order Frequency Response Functions for Hysteretic Systems (pp 191-201)
Dervilis N, Shi H, Worden K & Cross EJ (2016) Exploring Environmental and Operational Variations in SHM Data Using Heteroscedastic Gaussian Processes (pp 145-153)
Tiboaca D, Green PL, Barthorpe RJ, Antoniadou I & Worden K (2016) Bayesian Inference and RJMCMC in Structural Dynamics: On Experimental Data (pp 23-36)
Rogers T, Manson G & Worden K (2016) On the Behaviour of Structures with Many Nonlinear Elements (pp 509-520)
Dervilis N, Worden K, Wagg DJ & Neild SA (2016) Simplifying Transformations for Nonlinear Systems: Part II, Statistical Analysis of Harmonic Cancellation (pp 321-326) View this article in WRRO
Dervilis N, Worden K, Wagg DJ & Neild SA (2016) Simplifying Transformations for Nonlinear Systems: Part I, An Optimisation-Based Variant of Normal Form Analysis (pp 315-320) View this article in WRRO
Worden K, Antoniadou I, Tiboaca OD, Manson G & Barthorpe RJ (2016) Linear and Nonlinear System Identification Using Evolutionary Optimisation (pp 325-345)
Datteo A, Dervilis N, Barthorpe RJ, Cross EJ, Worden K, Busca G, Cigada A & Antoniadou I (2016) Experimental evaluation of environmental effects on a polymer-coated aluminium structure: A time-series analysis and pattern recognition approach. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 3295-3307) View this article in WRRO
Worden K, Cross EJ, Dervilis N, Papatheou E & Antoniadou I (2015) Structural Health Monitoring: from Structures to Systems-of-Systems ★ ★The support of the UK Engineering and Physical Sciences Research Council (EPSRC) through grant reference numbers EP/J016942/1 and EP/K003836/2, and that of the EU Framework 7 Programme for the ITN project SYSWIND, is gratefully acknowledged.. IFAC-PapersOnLine, Vol. 48(21) (pp 1-17)
Holmes G, Cokonaj V, Southern P, Worden K & Cross E (2015) Non-stationary models for predicting strain on aircraft landing gear from flight data measurements. 34th ICAF Conference and 28th ICAF Symposium, ICAF 2015, Vol. 1 (pp 162-172)
Worden K, Tiboaca OD, Antoniadou I & Barthorpe RJ (2015) System Identification of an MDOF Experimental Structure with a View Towards Validation and Verification (pp 57-65)
Baldacchino T, Jacobs W, Anderson SR, Worden K & Rowson J (2015) Estimation of Fingertip Force from Surface EMG - A Multivariate Bayesian Mixture of Experts Approach. Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, 12 January 2015 - 15 January 2015.
Papatheou E, Barthorpe RJ & Worden K (2015) An Experimental Investigation of Feature Availability in Nominally Identical Structures for Population-Based SHM (pp 185-191)
Scott M, Green PL, Grant-Wilson C, Bateman M, Worden K & Sims ND (2014) Sensitivity analysis of an Advanced Gas-cooled Reactor control rod model. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 4587-4600) View this article in WRRO
Tiboaca D, Green PL, Barthorpe RJ & Worden K (2014) Bayesian parameter estimation and model selection of a nonlinear dynamical system using reversible jump Markov chain Monte Carlo. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 1253-1266) View this article in WRRO
Deraemaeker A & Worden K (2014) On the use of the Mahalanobis squared-distance to filter out environmental effects in structural health monitoring. MATEC Web of Conferences, Vol. 16 (pp 02004-02004)
Green PL & Worden K (2014) Bayesian System Identification of nonlinear systems: Informative training data through experimental design. Proceedings of the International Conference on Structural Dynamic , EURODYN, Vol. 2014-January (pp 3009-3014) View this article in WRRO
Green PL (2014) Bayesian system identification of MDOF nonlinear systems using highly informative training data. Topics in Modal Analysis II, Volume 8 : Proceedings of the 32nd IMAC, A Conference and Exposition on Structural Dynamics, 2014, Vol. 8 (pp 257-265). Orlando, FL, USA, 3 February 2014 - 6 February 2014. View this article in WRRO
Tiboaca D, Green PL, Barthorpe RJ & Worden K (2014) Bayesian System Identification of Dynamical Systems Using Reversible Jump Markov Chain Monte Carlo (pp 277-284) View this article in WRRO
Worden K, Manson G & Cross EJ (2014) On Gaussian Process NARX Models and Their Higher-Order Frequency Response Functions (pp 315-335)
Rehman AU, Worden K, Rongong JA & IEEE (2014) Fatigue Crack Detection in Vibrating Structures Using Outlier Detection Analysis. 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014) (pp 2298-2303)
Fuentes R, Cross E, Halfpenny A, Worden K & Barthorpe RJ (2014) Aircraft parametric structural load monitoring using Gaussian process regression. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 1933-1940)
Antoniadou I & Worden K (2014) Use of a spatially adaptive thresholding method for the condition monitoring of a wind turbine gearbox. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 496-503)
Papatheou E, Dervilis N, Maguire AE & Worden K (2014) Wind turbine structural health monitoring: A short investigation based on SCADA data. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 512-519)
Fuentes R, Cross EJ, Halfpenny A, Barthorpe RJ & Worden K (2014) Autoregressive Gaussian processes for structural damage detection. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 469-483)
Papatheou E, Rahman TAZ, Barthorpe RJ, Park J & Worden K (2014) An experimental investigation of feature complexity and diversity in nominally similar test structures. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 4665-4674)
Worden K, Dervilis N & Cross EJ (2014) Nonlinear robust regression analysis as a means of exploring SHM data. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 513-525)
Baldacchino T, Worden K & Rowson J (2014) Sensitivity analysis using a Bayesian mixture of experts model for a bifurcating Duffing oscillator. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 4437-4452)
Antoniadou I, Barthorpe RJ & Worden K (2014) Towards an ontology for verification and validation in structural dynamics. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 1171-1178)
Manson G, Worden K & Reed PI (2014) Analysis of Nonlinear System Response to an Impulse Excitation (pp 297-308)
Dervilis N, Wagg DJ, Green PL & Worden K (2014) Nonlinear modal analysis using pattern recognition. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 3017-3028) View this article in WRRO
Baldacchino T, Rowson J & Worden K (2014) Nonlinear Time Series Analysis Using Bayesian Mixture of Experts (pp 111-121)
Rehman AU, Worden K, Rongong JA & Mughal HU (2013) Coulomb friction-induced damping estimation at the crack interface for cantilever-type specimen. 11th International Conference on Recent Advances in Structural Dynamics. Pisa, Italy, 1 July 2013 - 3 July 2013.
Yang K, Worden K & Rongong JA (2013) Damage detection in a glass plate using outlier analysis. Key Engineering Materials, Vol. 569-570 (pp 847-853)
Fuentes R, Halfpenny A, Cross E, Barthorpe R & Worden K (2013) An approach to fault detection using a unified linear Gaussian framework. Structural Health Monitoring 2013: A Roadmap to Intelligent Structures - Proceedings of the 9th International Workshop on Structural Health Monitoring, IWSHM 2013, Vol. 2 (pp 2752-2759)
Pavlopoulou S, Worden K & Soutis C (2013) On the Structural Health Monitoring of Repaired Aerospace Structures. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 956-+)
Dervilis N, Barthorpe RJ & Worden K (2013) Auto-Association and Novelty Detection: Truths and Myths?. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 243-250)
Worden K & Cross EJ (2013) Bayesian Regression Trees as Surrogate Models for the Health Monitoring of Civil Infrastructure. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 351-360)
Antoniadou I, Cross EJ & Worden K (2013) Cointegration for the Removal of Environmental and Operational Effects Using a Single Sensor. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 2400-2406)
Cross EJ, Sartor P, Worden K & Southern P (2013) Prediction of Landing Gear Loads from Flight Test Data Using Gaussian Process Regression. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 1452-+)
Rehman AU, Shah FH, Worden K & Rongong JA (2013) Damage identification in the mistuned bladed system utilizing the outlier analysis. Research and Applications in Structural Engineering, Mechanics and Computation - Proceedings of the 5th International Conference on Structural Engineering, Mechanics and Computation, SEMC 2013 (pp 2309-2314)
Figueiredo E, Radu L, Westgate R, Brownjohn J, Cross E, Worden K & Farrar C (2012) Applicability of a Markov-chain Monte Carlo method for damage detection on data from the Z-24 and Tamar suspension bridges. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 1 (pp 747-754)
Barthorpe R, Worden K, Sultan MTH, Eaton M, Pullin R & Holford K (2012) The effect of attenuation on the identification of impact damage in CFRP laminates. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 1 (pp 698-706)
Worden K, Cross E & Barton E (2012) Damage detection on the NPL footbridge under changing environmental conditions. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1124-1131)
Cross E, Sartor P, Worden K & Southern P (2012) Prediction of landing gear loads using machine learning techniques. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1056-1063)
Dervilis N, Barthorpe R, Antoniadou I & Worden K (2012) Impact damage detection for composite material typical of wind turbine blades using novelty detection. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1287-1296)
Mustafah AM, Manson G & Worden K (2012) Identification of hysteretic systems using self-adaptive optimisation. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 2491-2501)
Antoniadou I, Manson G, Dervilis N, Barszcz T, Staszewski WJ & Worden K (2012) Use of the Teager-Kaiser energy operator for condition monitoring of a wind turbine gearbox. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 4255-4268)
Pavlopoulou S, Soutis C & Worden K (2012) Application of pattern recognition for damage classification in scarf repairs. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 857-868)
Green P, Worden K, Atallah K & Sims ND (2012) The modelling of friction in a randomly excited energy harvester. Proceedings of the 2012 International Conference on Modal Analysis Noise and Vibration Engineering. Orlando, FL
Worden K, Manson G & Cross EJ (2012) Higher-order frequency response functions from Gaussian Process NARX models. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 2575-2589)
Muhamed P, Worden K & Sims ND (2012) Experimental validation of the orthogonalised reverse path method using a nonlinear beam. Journal of Physics: Conference Series, Vol. 382(1)
Cross EJ, Worden K & IOP (2012) Cointegration and why it works for SHM. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382
Dervilis N, Choi M, Antoniadou I, Farinholt KM, Taylor SG, Barthorpe RJ, Park G, Worden K, Farrar CR & IOP (2012) Novelty detection applied to vibration data from a CX-100 wind turbine blade under fatigue loading.. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382
Manson G, Worden K, Wood M & IOP (2012) Analysis of Reciprocity Breakdown in Nonlinear Systems. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382
Barthorpe RJ, Cross EJ, Papatheou E & Worden K (2012) Some recent developments in structural health monitoring. Key Engineering Materials, Vol. 518 (pp 298-318)
Antoniadou I, Manson G, Staszewski WJ & Worden K (2012) Damage detection in gearboxes considering intermittent faults and time-varying loads. Key Engineering Materials, Vol. 518 (pp 76-86)
Dervilis N, Barthorpe R, Staszewski WJ & Worden K (2012) Structural Health Monitoring of composite material typical of wind turbine blades by novelty detection on vibration response. Key Engineering Materials, Vol. 518 (pp 319-327)
Cross EJ, Worden K, Koo KY & Brownjohn JMW (2012) Filtering environmental load effects to enhance novelty detection on cable-supported bridge performance. Bridge Maintenance, Safety, Management, Resilience and Sustainability - Proceedings of the Sixth International Conference on Bridge Maintenance, Safety and Management (pp 745-752)
Green PL, Worden K, Atallah K & Sims ND (2012) The benefits of duffing-type nonlinearities and electrical optimisation of a randomly excited energy harvester. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 6 (pp 657-667)
Worden K & Barthorpe RJ (2012) Identification of hysteretic systems using NARX models, part I: Evolutionary identification. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 4 (pp 49-56)
Worden K, Barthorpe RJ & Hensman JJ (2012) Identification of hysteretic systems using NARX models, part II: A Bayesian approach. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 4 (pp 57-65)
Dervilis N, Barthorpe R, Antoniadou I, Staszewski WJ & Worden K (2012) Damage detection in carbon composite material typical of wind turbine blades using auto-associative neural networks. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 8348
Antoniadou I, Manson G, Dervilis N, Staszewski WJ & Worden K (2012) On damage detection in wind turbine gearboxes using outlier analysis. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 8343
Rehman AU, Worden K & Rongong JA (2011) Identification and quantification of nonlinearities arising from a crack operating in flexural and torsion mode. 4th International Operational Modal Analysis Conference. Istanbul, Turkey, 9 May 2011 - 11 May 2011.
Rehman AU, Rongong JA & Worden K (2011) Experimental investigation of MAC based crack detection technique for repeating structures. 4th International Operational Modal Analysis Conference,. Istanbul, Turkey, 9 May 2011 - 11 May 2011.
Rehman AU, Worden K & Rongong JA (2011) Fatigue crack detection in vibrating structures using outlier detection analysis. Proceedings of the 8th International Conference on Structural Dynamics, EURODYN 2011 (pp 2298-2303)
Antoniadou I, Staszewski WJ & Worden K (2011) Intermittent fault detection in gearboxes-a simulated case study. 18th International Congress on Sound and Vibration 2011, ICSV 2011, Vol. 3 (pp 2126-2134)
Worden K, Cross EJ & Kyprianou A (2011) Cointegration and Nonstationarity in the Context of Multiresolution Analysis. 9TH INTERNATIONAL CONFERENCE ON DAMAGE ASSESSMENT OF STRUCTURES (DAMAS 2011), Vol. 305
Sultan MTH, Worden K & Staszewski WJ (2011) Impact damage characterisation using a statistical approach. Structural Health Monitoring 2011: Condition-Based Maintenance and Intelligent Structures - Proceedings of the 8th International Workshop on Structural Health Monitoring, Vol. 1 (pp 1274-1282)
Rehman AU, Worden K & Rongong JA (2011) An Experimental and Numerical Investigation of Damage Detection in a Mistuned Bladed Disc. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 1258-1265)
Rehman AU, Worden K & Rongong JA (2011) Understanding the Effects of a Breathing Crack on the Dynamic Response of Cantilever-type Structures for Damage Detection. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 848-855)
Cross EJ & Worden K (2011) Nonlinear Cointegration as a Combinatorial Optimisation Problem. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 87-94)
Cross EJ, Worden K, Koo K-Y & Brownjohn JMW (2011) Cointegration and SHM of Bridges. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 63-+)
Cross EJ, Koo KY, Worden K & Brownjohn JMW (2011) Cointegration and SHM of bridges. Structural Health Monitoring 2011: Condition Based Maintenance and Intelligent Structures (pp 63-71). Stanford, California, September 2011.
Cross EJ & Worden K (2011) Approaches to nonlinear cointegration with a view towards applications in SHM. Journal of Physics: Conference Series, Vol. 305(1)
Worden K & Becker W (2011) On the identification of hysteretic systems, part II: Bayesian sensitivity analysis. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 2 (pp 77-91)
Worden K & Manson G (2011) On the identification of hysteretic systems, part I: An extended evolutionary scheme. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 2 (pp 67-75)
Barthorpe RJ, Manson G & Worden K (2011) Classification of Multi-Site Damage using Support Vector Machines. 9th International Conference on Damage Assessment of Structures. Oxford, UK
Rehman AU, Worden K & Rongong JA (2011) Amplitude dependent crack characterization of growing fatigue cracks. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 5 (pp 83-92)
Barthorpe RJ & Worden K (2011) Multiple-site damage location using single-site training data. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 1 (pp 195-201)
Nishio M, Hemez F, Worden K, Park G, Takeda N & Farrar C (2011) Feature extraction for structural dynamics model validation. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 2 (pp 153-163)
Sultan MTH, Worden K & Staszewski WJ (2011) Damage identification in CRFP laminates using a statistical method. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 6 (pp 91-101)
Bielak T, Packo P, Spencer A, Staszewski WJ, Uhl T & Worden K (2011) CUDA technology for Lamb wave simulations. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7984
Cross E, Worden K, Koo KY & Brownjohn JMW (2011) Modelling environmental effects on the dynamic characteristics of the Tamar suspension bridge. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 5 (pp 21-32)
Mahzan S, Staszewski WJ & Worden K (2010) Experimental studies on impact damage location in composite aerospace structures using genetic algorithms and neural networks. SMART STRUCTURES AND SYSTEMS, Vol. 6(2) (pp 147-165)
Farrar CR & Worden K (2010) An Introduction to Structural Health Monitoring (pp 1-17)
Hickey D & Worden K (2010) Comparing the bispectrum, coherence function and Hilbert transform as methods of nonlinear identification. Proceedings of ISMA 2010 - International Conference on Noise and Vibration Engineering, including USD 2010 (pp 3145-3158)
Cross EJ, Koo KY, Brownjohn JMW & Worden K (2010) Long-term monitoring and data analysis of the Tamar bridge. Proceedings of ISMA 2010 - International Conference on Noise and Vibration Engineering, including USD 2010 (pp 1345-1357)
Quattrone A, Ruocci G, Ceravolo R, Worden K & De Stefano A (2010) Non-linearity detection in a masonry arch bridge model subject to artificial settlements. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 1133-1138)
Farrar C, Worden K & Park G (2010) Complexity: A new axiom for Structural Health Monitoring. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 882-888)
Sartor P, Becker W, Worden K, Bond D & Staszewski W (2010) Bayesian sensitivity analysis of flight parameters in the development of a hard landing indication system. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 145-153)
De Stefano M, Gherlone M, Mattone M, Di Sciuva M & Worden K (2010) On sensor placement for impact location: Optimisation under the effect of uncertainties. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 402-407)
Cross EJ & Worden K (2010) An approach to nonlinear cointegration with a view towards SHM. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 875-881)
Pierce SG, Worden K, Summan R, Dobie G & Hensman JJ (2010) Towards implementation of reconfigurable robotic strategies for structural health monitoring. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 665-672)
Ruocci G, Worden K & De Stefano A (2010) Damage detection in a masonry arch bridge model using outlier analysis. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 252-257)
Becker W & Worden K (2010) Bayesian Sensitivity Analysis of a Bifurcating Duffing Oscillator. PROCEEDINGS OF ISMA2010 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING INCLUDING USD2010 (pp 5247-5259)
Rehman AU, Worden K & Rongong JA (2010) Crack Detection in Mistuned Repeating Structures. PROCEEDINGS OF ISMA2010 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING INCLUDING USD2010 (pp 1083-1097)
Papatheou E, Manson G, Barthorpe RJ & Worden K (2010) Damage location using added masses in a Piper Tomahawk aircraft wing. Proceedings of ISMA 2010: International Conference on Noise and Vibration Engineering. Leuven, Belgium
Rehman AU, Rongong JA & Worden K (2010) DETECTION OF DAMAGE IN REPEATING STRUCTURES. PROCEEDINGS OF THE ASME TURBO EXPO 2010, VOL 6, PTS A AND B (pp 1053-1061)
Cross EJ, Koo KY, Brownjohn JMW & Worden K (2010) Long-term monitoring and data analysis of the Tamar Bridge. PROCEEDINGS OF ISMA2010 INCLUDING USD2010 (pp 1345-1358). Leuven, Belgium, 20 September 2010 - 22 September 2010.
Green PL, Worden K, Atallah K & Sims ND (2010) Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions.. Proceedings of the 2010 International Conference on Modal Analysis Noise and Vibration Engineering. Leuven, Belgium
Pullin R, Eaton MJ, Hensman JJ, Holford KM, Worden K & Evans SL (2010) Validation of Acoustic Emission (AE) crack detection in aerospace grade steel using Digital Image Correlation. Applied Mechanics and Materials, Vol. 24-25 (pp 221-226)
Hebb RI, Dulieu-Barton JM, Worden K & Tatum P (2010) Towards the derivation of stress intensity factors by parametric modelling of full-field thermoelastic data. Applied Mechanics and Materials, Vol. 24-25 (pp 227-232)
Worden K, Becker WE, Battipede M & Surace C (2010) Aspects of uncertainty analysis for large nonlinear computational models. Applied Mechanics and Materials, Vol. 24-25 (pp 25-41)
Sultan MTH, Hodzic A, Staszewski WJ & Worden K (2010) A SEM-based study of structural impact damage. Applied Mechanics and Materials, Vol. 24-25 (pp 233-238)
Figueiredo E, Park G, Farrar CR, Worden K & Figueiras J (2010) Machine learning algorithms to damage detection under operational and environmental variability. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7650(PART 1)
Pierce SG, Dobie G, Summan R, MacKenzie L, Hensman J, Worden K & Hayward G (2010) Positioning challenges in reconfigurable semi-autonomous robotic NDE inspection. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7650(PART 1)
Summan R, Dobie G, Hensman J, Pierce SG & Worden K (2010) A probabilistic approach to robotic NDE inspection. AIP Conference Proceedings, Vol. 1211 (pp 1999-2006)
Leeds JS, Morley SR, Robson HE, Grant J, Hensman J, Worden K, McAlindon ME & Sanders DS (2009) COMPARISON OF THE SHEFFIELD GASTROSTOMY SCORE WITH AN ARTIFICIAL NEURAL NETWORK ANALYSIS. GUT, Vol. 58 (pp A124-A124)
Kapoor H, Boller C, Worden K, Manson G & Lugo A (2009) Prospective applications for SHM on commercial aircraft. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 1 (pp 223-230)
Figueiredo E, Park G, Figueiras J, Farrar C & Worden K (2009) Structural health monitoring algorithm comparisons using standard data sets. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 1320-1327)
Sultan MTH, Worden K, Staszewski WJ, Pierce SG, Duliue-Barton JM & Hodzic A (2009) Impact damage detection and quantification in CFRP laminates: A precursor to machine learning. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 1528-1537)
Stolze F, Staszewski WJ, Manson G & Worden K (2009) An investigation into the Instantaneous Phase of Guided Ultrasonic Waves in a multi-riveted strap joint aluminum panel. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 2290-2298)
Sturgeon R, Cross EJ, Worden K, Brownjohn JMW, Koo KY & Chen Q (2009) Elimination of long-term trends in SHM data using cointegration. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 1447-1455)
Brownjohn JMW, Worden K, Cross E, List D, Cole R & Wood T (2009) Thermal effects on performance on Tamar Bridge. Structural Health Monitoring of Intelligent Infrastructure - Proceedings of the 4th International Conference on Structural Health Monitoring of Intelligent Infrastructure, SHMII 2009
Hickey D, Rongong J, Spencer A & Worden K (2009) Error bounds on master curves from least-squares estimation. Conference Proceedings of the Society for Experimental Mechanics Series
Barthorpe RJ, Worden K & Manson G (2009) Finite Element Model-based Feature Generation for Structural Health Monitoring. IMAC-XXVII: Conference & Exposition on Structural Dynamics. Orlando, FL
Manson G & Worden K (2009) Volterra methods for constructing structural dynamic observables for nonlinear systems: An extended calculation. Journal of Physics: Conference Series, Vol. 181(1)
Hebb RI, Dulieu-Barton JM, Worden K & Tatum P (2009) Curve fitting of mixed-mode isopachics. Journal of Physics: Conference Series, Vol. 181(1)
Cross EJ & Worden K (2009) Approximation of the Duffing oscillator frequency response function using the FPK equation. Journal of Physics: Conference Series, Vol. 181(1)
Mujica LE, Rodellar J, Vehí J, Worden K & Staszewski W (2009) Extended PCA visualisation of system damage features under environmental and operational variations. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7286
Dobie G, Spencer A, Pierce SG, Galbraith W, Worden K & Hayward G (2009) Simulation and implementation of ultrasonic remote sensing agents for reconfigurable NDE scanning. AIP Conference Proceedings, Vol. 1096 (pp 990-997)
Stolze F, Staszewski WJ, Manson G & Worden K (2009) Fatigue crack detection in a multi-riveted strap joint aluminium panel. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7295
Spencer A, Worden K & Pierce G (2009) A Method for Acoustic Emission Source Identification based on Optimisation. DAMAGE ASSESSMENT OF STRUCTURES VIII, Vol. 413-414 (pp 793-801)
Lishchuk SV, Akid R & Worden K (2008) Model-based prognosis for intergranular corrosion. Proceedings of the 4th European Workshop on Structural Health Monitoring (pp 340-348)
Chen Q & Worden K (2008) Properties of viscoelastic structures with time-dependent poisson's ratio. 7th European Conference on Structural Dynamics, EURODYN 2008
Zhang J, Worden K & Staszewski WJ (2008) Sensor optimisation using an immune system metaphor. Conference Proceedings of the Society for Experimental Mechanics Series
Chetwynd D, Manson G & Worden K (2008) Uncertain models of bifurcating chaotic systems. Conference Proceedings of the Society for Experimental Mechanics Series
Papatheou E, Manson G & Worden K (2008) Training damage classifiers in the absence of damage data. Conference Proceedings of the Society for Experimental Mechanics Series
Deraemaeker A, De Roeck G, Reynders E, Worden K, Manson G, Kullaa J, Lämsä V & Ostachowicz W (2008) Smart sensing for structural health monitoring (S3HM). Proceedings of the World Forum on Smart Materials and Smart Structures Technology, SMSST'07 (pp 156)
Pullin R, Eaton MJ, Hensman JJ, Holford KM, Worden K & Evans SL (2008) A principal component analysis of acoustic emission signals from a landing gear component. Applied Mechanics and Materials, Vol. 13-14 (pp 41-47)
Spencer A, Worden K, Pierce G, Hensman J, Chetwynd D & Staszewski W (2008) Force characterisation of a laser impulse using differential evolution with a local interaction simulation algorithm. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3355-3368)
Becker W, Rowson J, Oakley J, Yoxall A, Manson G & Worden K (2008) Bayesian Sensitivity Analysis of a Large Nonlinear Model. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3723-3736) View this article in WRRO
Hickey D & Worden K (2008) Higher-Order Spectra (HOS) for Identification of Nonlinear Modal Coupling. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 2345-2360)
Hensman J, Mills R, Pierce SG, Worden K & Eaton M (2008) Locating acoustic emission sources in complex structures using Gaussian processes. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3217-3230)
Papatheou E, Barthorpe R, Worden K & Manson G (2008) Fault induction using added masses for structural damage identification. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3333-3344)
Hensman J, Worden K & Mohd-Saleh S (2008) Feature Extraction from Acoustic Emission Waveforms using a Discrete Wavelet Transform. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 1152-1162)
Hensman J, Pullin R, Eaton M, Worden K, Holford KM & Evans S (2008) Detecting and identifying artificial acoustic emission signals in an industrial fatigue environment. ADVANCES IN EXPERIMENTAL MECHANICS VI, Vol. 13-14 (pp 251-260)
Deering S, Manson G, Worden K, Allen DW, Farrar CR & Lombardo JS (2008) Syndromic Surveillance as a Paradigm for SHM Data Fusion. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 998-1014)
Papatheou E, Manson G, Worden K & Barthorpe R (2008) The Use of Pseudo-Faults for SHM Feature Selection and Pattern Recognition. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 1104-1112)
Stolze F, Staszewski WJ, Manson G & Worden K (2008) Fatigue Crack Detection in Aircraft Riveted Panels using Frequency/Phase Analysis of Lamb Waves. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 766-775)
Barthorpe RJ, Worden K & Manson G (2008) An Investigation into the Necessary Model Fidelity for SHM Feature Selection. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 980-989)
Pullin R, Hensman JJ, Holford KM, Worden K & Evans SL (2007) A principal component analysis of acoustic emission signals from a landing gear component. Key Engineering Materials, Vol. 347 (pp 139-144)
Worden K, Manson G & Surace C (2007) Aspects of novelty detection. Damage Assessment of Structures VII, Vol. 347 (pp 3-16)
Chetwynd D, Worden K, Mustapha F & Rongong JA (2007) Damage detection using prior wavelet decompositions. Damage Assessment of Structures VII, Vol. 347 (pp 145-150)
Chetwynd D, Lew TL, Worden K & Rongong JA (2007) Damage detection in an aluminium plate with an active constrained layer damping treatment. Damage Assessment of Structures VII, Vol. 347 (pp 205-212)
Papatheou E, Manson G & Worden K (2007) Genetic optimisation of a damage locator II. Conference Proceedings of the Society for Experimental Mechanics Series
Chetwynd D, Mustapha F, Worden K, Rongong JA, Pierce SG & Barton J (2007) Damage location in a stiffened composite panel using Lamb waves and neural networks. Conference Proceedings of the Society for Experimental Mechanics Series
Manson G, Pierce SG, Worden K & Sims ND (2007) Optimisation of Neural Network Weights for Robustness to Data Uncertainty. IMAC-XXV Conference and Exposition on Structural Dynamics. Orlando, Florida
Rongong JA, Chia CM, Lew TL & Worden K (2007) Optimisation of passive and active constrained layer dampers for panel vibrations over broad frequency and temperature ranges. Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, Vol. 5 (pp 4646-4655)
Surace C & Worden K (2006) A negative selection approach to novelty detection in a changing environment. Proceedings of the 3rd European Workshop - Structural Health Monitoring 2006 (pp 571-577)
Mujica LE, Vehí J, Staszewski W & Worden K (2006) Multivariate statistics process control for dimensionality reduction on structural health monitoring. Proceedings of the 3rd European Workshop - Structural Health Monitoring 2006 (pp 601-608)
Hickey D, Worden K, Platten MF, Wright JR & Cooper JE (2006) Bispectral analysis of a Wing-Pylon model in order to identify nonlinear coupling. Conference Proceedings of the Society for Experimental Mechanics Series
Manson G, Chetwynd D & Worden K (2006) Extending the prediction horizon of uncertain-weighted regression models. Proceedings of ISMA2006: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 1963-1974)
Chetwynd D, Mustapha F, Worden K & Rongong J (2006) Damage detection in plates using transducers mounted on viscoelastic damping layers. Proceedings of the Third European Workshop Structural Health Monitoring 2006 (pp 300-307)
Manson G & Worden K (2006) Feature selection for a neural network damage diagnostic using a genetic algorithm. Proceedings of the Third European Workshop Structural Health Monitoring 2006 (pp 683-690)
Hensman JJ, Cristodaro CV, Pierce SG & Worden K (2006) On the reproducibility of transducer coupling for acoustic emission testing. Acoustic Emission Testing, Vol. 13-14 (pp 117-123)
Hickey D, Haroon M, Adams DE & Worden K (2006) Investigating non-linear behaviour within a vehicle suspension system using time and frequency domain techniques. Modern Practice in Stress and Vibration Analysis VI, Proceedings, Vol. 5-6 (pp 285-294)
Chia CM, Rongong JA & Worden K (2006) Structural optimisation using a hybrid cellular automata (HCA) algorithm. Modern Practice in Stress and Vibration Analysis VI, Proceedings, Vol. 5-6 (pp 93-100)
Hickey D, Worden K, Wright JR & Cooper JE (2006) Force appropriation for nonlinear systems (FANS) using optimisation methods. Modern Practice in Stress and Vibration Analysis VI, Proceedings, Vol. 5-6 (pp 265-275)
Platten MF, Wright JR, Worden K, Cooper JE & Dimitriadis G (2005) Non-linear identification using a genetic algorithm approach for model selection. Conference Proceedings of the Society for Experimental Mechanics Series
Wong CX & Worden K (2005) Wavelet based analysis of nonlinear friction. Conference Proceedings of the Society for Experimental Mechanics Series
Chetwynd D, Worden K & Manson G (2005) On replacing a nonlinear system with an uncertain linear model: Part I - The time domain. Conference Proceedings of the Society for Experimental Mechanics Series
Chen Q, Worden K & Rongong J (2005) Characterisation of particle dampers using restoring force surface technique. STRUCTURAL DYNAMICS - EURODYN 2005, VOLS 1-3 (pp 1785-1790)
Lew TL, Spencer AB, Scarpa F, Worden K, Rutherford A & Hemez F (2005) Identification of response surface models using genetic programming. Proceedings of ISMA 2004: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 3287-3298)
Manson G, Pierce SG, Worden K & Chetwynd D (2005) Classification using linear models with uncertain weights. Structural Dynamics - EURODYN 2005, Vols 1-3 (pp 969-974)
Chetwynd D, Worden K & Manson G (2005) An application of interval-valued neural networks to a regression problem. Proceedings of ISMA 2004: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 2091-2100)
Wong CX, Tassini N, Patsias S & Worden K (2005) Identification of a beam with a distributed friction nonlinearity. Proceedings of ISMA 2004: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 2227-2237)
Pierce SG, Worden K, Manson G & Chetwynd D (2005) Uncertainty propagation through radial basis function networks. Part II: Classification networks. Structural Dynamics - EURODYN 2005, Vols 1-3 (pp 929-934)
Chetwynd D, Worden K, Manson G & Pierce SG (2005) Uncertainty propagation through radial basis function networks. Part I: Regression networks. Structural Dynamics - EURODYN 2005, Vols 1-3 (pp 923-928)
Manson G, Pierce SG, Worden K & Chetwynd D (2005) Classification using radial basis function networks with uncertain weights. DAMAGE ASSESSMENT OF STRUCTURES VI, Vol. 293-294 (pp 135-142)
Pierce SG, Worden K & Manson G (2005) Considerations for practical neural network application to a damage detection problem. DAMAGE ASSESSMENT OF STRUCTURES VI, Vol. 293-294 (pp 151-158)
Worden K, Spencer AB & Dulieu-Barton JM (2004) The effect of crack-tip interactions on the curve-fitting of isopachics. Advances in Experimental Mechanics, Vol. 1-2 (pp 121-126)
Ariffin MKAM, Sims ND & Worden K (2004) Genetic optimisation of machine tool paths. ADAPTIVE COMPUTING IN DESIGN AND MANUFACTURE VI (pp 125-135)
Dulieu-Barton JM, Brennen MJ, Holford KM & Worden K (2003) Key Engineering Materials: Preface. Key Engineering Materials, Vol. 245-246
Manson G & Worden K (2003) Frequency response functions for uncertain nonlinear systems. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS, Vol. 440-4 (pp 37-44)
Manson G, Lee BC, Thursby G, Worden K, Dong F & Culshaw B (2003) DAMASCOS damage location demonstrator for structural health monitoring. EUROPEAN WORKSHOP ON SMART STRUCTURES IN ENGINEERING AND TECHNOLOGY, Vol. 4763 (pp 141-148)
Dulieu-Barton JM & Worden K (2003) Identification of crack-tip parameters using thermoelastic isopachics and differential evolution. DAMAGE ASSESSMENT OF STRUCTURES, PROCEEDINGS, Vol. 245-2 (pp 77-85)
Sohn H, Worden K & Farrar CR (2002) Consideration of environmental and operational variability for damage diagnosis. Smart Structures and Materials 2002: Smart Systems for Bridges, Structures, and Highways
Allen DW, Sohn H, Worden K & Farrar CR (2002) Utilizing the sequential probability ratio test for building joint monitoring. Nondestructive Evaluation and Health Monitoring of Aerospace Materials and Civil Infrastructures
Sohn H, Worden K & Farrar CR (2002) Novelty detection using auto-associative neural network. American Society of Mechanical Engineers, Dynamic Systems and Control Division (Publication) DSC, Vol. 70 (pp 573-580)
Feijoo JAV, Worden K & Stanway R (2002) Identification of MDOF nonlinear systems using associated linear equations (ALEs) part 1: Obtaining the ALEs from a MDOF continuous nonlinear system. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 1213-1221)
Worden K, Molina FJ, Pascual R, Golinval JC, Maeck J & De Roeck G (2002) COST Action F3 on structural dynamics: benchmarks for structural health monitoring. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 337-346)
Lord TMJ & Worden K (2002) Uncertainty propagation through a simple nonlinear system. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 535-543)
Liu W, Tomlinson G & Worden K (2002) Nonlinearity study of particle dampers. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 495-499)
Worden K, Allen D, Sohn H & Farrar CR (2002) Damage detection in mechanical structures using extreme value statistics. SMART STRUCTURES AND MATERIALS 2002: MODELING, SIGNAL PROCESSING, AND CONTROL, Vol. 4693 (pp 289-299)
Sohn H, Worden K & Farrar CR (2001) Novelty detection under changing environmental conditions. Smart Structures and Materials 2001: Smart Systems for Bridges, Structures, and Highways
Sohn H, Worden K & Farrar CR (2001) Novelty detection using auto-associative neural network. ASME International Mechanical Engineering Congress and Exposition, Proceedings, Vol. 2 (pp 1525-1532)
Manson G, Remillat C & Worden K (2001) Damage localisation in a plate structure using novelty indices. NOISE AND VIBRATION ENGINEERING, VOLS 1 - 3, PROCEEDINGS (pp 201-207)
Manson G & Worden K (2001) Lamb-wave sensor optimisation using differential evolution. SMART STRUCTURES AND MATERIALS 2001: MODELING, SIGNAL PROCESSING, AND CONTROL IN SMART STRUCTURES, Vol. 4326 (pp 570-580)
Staszewski WJ & Worden K (2001) An overview of optimal sensor location methods for damage detection. SMART STRUCTURES AND MATERIALS 2001: MODELING, SIGNAL PROCESSING, AND CONTROL IN SMART STRUCTURES, Vol. 4326 (pp 179-187)
Worden K, Manson G & Allman DJ (2001) An experimental appraisal of the strain energy damage location method. DAMAGE ASSESSMENT OF STRUCTURES, Vol. 204-2 (pp 35-46)
Manson G, Pierce SG & Worden K (2001) On the long-term stability of normal condition for damage detection in a composite panel. DAMAGE ASSESSMENT OF STRUCTURES, Vol. 204-2 (pp 359-369)
Manson G & Worden K (2001) Sensor optimisation for a damage location problem. PROCEEDINGS OF IMAC-XIX: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, Vol. 4359 (pp 1226-1233)
Worden K, Cheung LY & Rongong JA (2001) Damage detection in an aircraft component model. PROCEEDINGS OF IMAC-XIX: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, Vol. 4359 (pp 1234-1241)
Manson G, Worden K & Allman DJ (2001) Experimental validation of a health monitoring method. PROCEEDINGS OF IMAC-XIX: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, Vol. 4359 (pp 221-230)
Manson G, Remillat C & Worden K (2000) Damage localisation in a plate structure using novelty indices. Proceedings of the 25th International Conference on Noise and Vibration Engineering, ISMA (pp 223-229)
Worden K & Manson G (2000) Spectral response of a nonlinear system. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 4062
Worden K (2000) Identification of SDOF nonlinear systems using kernel density estimation. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 4062
Pierce SG, Culshaw B, Manson G, Worden K & Staszewski WJ (2000) Application of ultrasonic Lamb wave techniques to the evaluation of advanced composite structures. Smart Structures and Materials 2000: Sensory Phenomena and Measurement Instrumentation for Smart Structures and Materials
Kazakoff AB & Worden K (2000) Nonlinear motions of a vibration separator system. STRUCTURAL DYNAMICS: RECENT ADVANCES, VOLS 1 & 2, PROCEEDINGS (pp 427-439)
Worden K, Manson G & Remillat C (2000) Damage localisation using novelty indices. STRUCTURAL DYNAMICS: RECENT ADVANCES, VOLS 1 & 2, PROCEEDINGS (pp 965-977)
Vazquez-Feijoo JA, Worden K & Stanway R (2000) On perturbation expansion and the Volterra series. STRUCTURAL DYNAMICS: RECENT ADVANCES, VOLS 1 & 2, PROCEEDINGS (pp 415-425)
Manson G, Pierce G, Worden K, Monnier T, Guy P & Atherton K (2000) Long-term stability of normal condition data for novelty detection. SMART STRUCTURES AND MATERIAL 2000: SMART STRUCTURES AND INTEGRATED SYSTEMS, Vol. 3985 (pp 323-334)
Worden K (2000) Identification of SDOF nonlinear systems using kernel density estimation. IMAC-XVIII: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, PROCEEDINGS, Vol. 4062 (pp 1685-1691)
Worden K & Manson G (2000) Spectral response of a nonlinear system. IMAC-XVIII: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, PROCEEDINGS, Vol. 4062 (pp 1710-1716)
Kyprianou A, Worden K & Panet M (1999) Experimental Identification of Hysteretic Systems Using the Differential Evolution Algorithm. Volume 7B: 17th Biennial Conference on Mechanical Vibration and Noise, 12 September 1999 - 16 September 1999.
Ruotolo R, Surace C & Worden K (1999) Application of two damage detection techniques to an offshore platform. Proceedings of the International Modal Analysis Conference - IMAC, Vol. 1 (pp 882-886)
Pierce SG, Culshaw B, Worden K & Staszewski WJ (1999) Lamb wave sensing for composite materials evaluation. Smart Structures and Materials 1999: Sensory Phenomena and Measurement Instrumentation for Smart Structures and Materials
Boller C, Biemans C, Staszewski WJ, Worden K & Tomlinson GR (1999) Structural damage monitoring based on an actuator-sensor system. Smart Structures and Materials 1999: Smart Structures and Integrated Systems
Kazakoff AB & Worden K (1999) Nonlinear motions of a model vibration separator system. INTEGRATING DYNAMICS, CONDITION MONITORING AND CONTROL FOR THE 21ST CENTURY - DYMAC 99 (pp 267-275)
Worden K, Manson G, Wardle R, Staszewski W & Allman D (1999) Experimental validation of two structural health monitoring methods. STRUCTURAL HEALTH MONTORING 2000 (pp 784-799)
Manson G, Worden K, Martin A & Tunnicliffe DL (1999) Visualisation and dimension reduction of acoustic emission data for damage detection. DAMAS 99: DAMAGE ASSESSMENT OF STRUCTURES, Vol. 167-1 (pp 64-75)
Staszewski WJ, Pierce SG, Worden K & Culshaw B (1999) Cross-wavelet analysis for Lamb wave damage detection in composite materials using optical fibres. DAMAS 99: DAMAGE ASSESSMENT OF STRUCTURES, Vol. 167-1 (pp 373-380)
Worden K & Manson G (1999) Visualisation and dimension reduction of high-dimensional data for damage detection. IMAC - PROCEEDINGS OF THE 17TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS I AND II, Vol. 3727 (pp 1576-1585)
Kyprianou A, Worden K & Panet M (1999) Experimental identification of hysteretic systems using the differential evolution algorithm.. Proceedings of the ASME Design Engineering Technical Conference, Vol. 7B-1999 (pp 2171-2195)
Surace C & Worden K (1998) Using novelty detection to diagnose damage in structures with time-varying parameters. Proceedings of the International Conference on Damage and Fracture Mechanics (pp 287-296)
Surace C & Worden K (1998) Novelty detection method to diagnose damage in structures: an application to an offshore platform. Proceedings of the International Offshore and Polar Engineering Conference, Vol. 4 (pp 64-70)
Pierce SG, Shan Q, Culshaw B, Wolters C & Worden K (1998) Broadband Lamb wave measurements for materials characterization. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 3330 (pp 92-102)
Kosheleva O, Cabrera SD, Osegueda RA, Ferregut CM, Nazarian S, George DL, George MJ, Kreinovich V & Worden K (1998) Case study of nonlinear inverse problems: Mammography and nondestructive evaluation. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 3459 (pp 128-135)
Worden K (1998) Damage detection using multivariate statistics. Part II: Kernel density estimation. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 197-205)
Worden K, Patsias S & Staszewski WJ (1998) Damage detection in machines using neural networks. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 207-214)
Kyprianou A & Worden K (1998) Identification of hysteretic systems using the differential evolution algorithm. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 557-568)
Worden K, Manson G, Fieller NRJ & Curtis S (1998) Damage detection using multivariate statistics. Part I: Outlier analysis. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 189-195)
Maseras-Gutierrez MA, Staszewski WJ, Found MS & Worden K (1998) Detection of impacts in composite materials using piezoceramic sensors and neural networks. SMART STRUCTURES AND MATERIALS 1998: SMART STRUCTURES AND INTEGRATED SYSTEMS, PTS 1 AND 2, Vol. 3329 (pp 491-497)
Patsias S, Rongong JA & Worden K (1998) Detection of defects in a metal plate using Lamb waves and piezoelectric sensors. EXPERIMENTAL MECHANICS, VOLS 1 AND 2 (pp 767-772)
Worden K (1998) Random vibrations of a multidegree-of-freedom nonlinear system. IMAC - PROCEEDINGS OF THE 16TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, Vol. 3243 (pp 711-717)
Surace C, Worden K & Tomlinson G (1997) Novelty detection approach to diagnose damage in a cracked beam. Proceedings of the International Modal Analysis Conference - IMAC, Vol. 1 (pp 947-953)
Chen Q, Manson G & Worden K (1997) Higher-order FRFs for multi-input nonlinear systems: A case study. NEW ADVANCES IN MODAL SYNTHESIS OF LARGE STRUCTURES (pp 549-561)
Atkins P & Worden K (1997) Identification of a multi-degree-of-freedom nonlinear system. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 1023-1028)
Pierce SG, Staszewski WJ, Gachagan A, James IR, Philip WR, Worden K, Culshaw B, McNab A, Tomlinson GR & Hayward G (1997) Ultrasonic condition monitoring of composite structures using a low-profile acoustic source and an embedded optical fiber sensor. Smart Structures and Materials 1997: Smart Structures and Integrated Systems
Worden K & Manson G (1997) Random vibration analysis of a nonlinear system using the Volterra series. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 1003-1011)
Worden K (1997) Damage detection using a novelty measure. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 631-637)
Wardle R, Worden K & King NE (1997) Classification of nonlinearities using neural networks. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 980-986)
Worden K, Staszewski WJ, Tomlinson GR, Pierce SG, Philp WR & Culshaw B (1997) Detection of faults in carbon fibre reinforced plates using Lamb wave based novelty detection. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS (pp 45-50)
Chance JE, Worden K & Tomlinson GR (1996) Higher-order frequency response functions, for nonlinear systems from neural networks. PROCEEDINGS OF THE 14TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS I & II, Vol. 2768 (pp 1027-1033)
WORDEN K, BURROWS AP & TOMLINSON GR (1995) A COMBINED NEURAL AND GENETIC APPROACH TO SENSOR PLACEMENT. PROCEEDINGS OF THE 13TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, Vol. 2460 (pp 1727-1736)
CHANCE JE, WORDEN K & TOMLINSON GR (1994) PROCESSING SIGNALS FOR DAMAGE DETECTION IN STRUCTURES USING NEURAL NETWORKS. SMART SENSING, PROCESSING, AND INSTRUMENTATION, Vol. 2191 (pp 187-198)
WORDEN K, TOMLINSON GR & BURROWS AP (1994) FAULT DETECTION EMPLOYING TRANSDUCER OPTIMISATION PROCEDURES. SECOND EUROPEAN CONFERENCE ON SMART STRUCTURES AND MATERIALS, Vol. 2361 (pp 36-46)
CHANCE J, TOMLINSON GR & WORDEN K (1994) A SIMPLIFIED APPROACH TO THE NUMERICAL AND EXPERIMENTAL MODELING OF THE DYNAMICS OF A CRACKED BEAM. PROCEEDINGS OF THE 12TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, Vol. 2251 (pp 778-785)
MANSON G, WORDEN K & TOMLINSON GR (1994) PSEUDO-FAULT INDUCTION AND HARMONIC SUPPRESSION IN ENGINEERING STRUCTURES. SMART SENSING, PROCESSING, AND INSTRUMENTATION, Vol. 2191 (pp 499-510)
KING NE & WORDEN K (1994) AN EXPANSION TECHNIQUE FOR CALCULATING HILBERT TRANSFORMS. STRUCTURAL DYNAMICS: RECENT ADVANCES - PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE, VOLS I AND II (pp 1056-1065)
COOPER JE, KING N & WORDEN K (1994) EXPERIMENTAL EVALUATION OF ADAPTIVE FORGETTING FACTORS FOR ON-LINE IDENTIFICATION. STRUCTURAL DYNAMICS: RECENT ADVANCES - PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE, VOLS I AND II (pp 563-572)
Worden K, Ball AD & Tomlinson GR (1993) Neural networks for fault location. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 1923(pt 1) (pp 47-54)
Manson G, Worden K & Tomlinson GR (1993) Pseudo-fault induction in engineering structures. American Society of Mechanical Engineers, Aerospace Division (Publication) AD, Vol. 35 (pp 449-455)
STASZEWSKI WJ & WORDEN K (1993) CLASSIFICATION OF FAULTS IN SPUR GEARS. WCNN'93 - PORTLAND, WORLD CONGRESS ON NEURAL NETWORKS, VOL I (pp 169-173)
Worden K & Tomlinson GR (1991) Experimental study of a number of nonlinear SDOF systems using the restoring force surface method. Proceedings of the International Modal Analysis Conference - IMAC, Vol. 1 (pp 757-764)
Billings SA, Stansby PK, Worden K & Tomlinson GR (1991) Towards an improved wave force equation. 1st Int Offshore and Polar Eng Conf, Vol. 3 (pp 128-134). Edinburgh, UK, 11 August 1991 - 16 August 1991.
Windus-Smith TR, Worden K & Rogers TJ () On Conserving Privacy in Structural Health Monitoring. e-Journal of Nondestructive Testing, Vol. 29(7)
Hughes A, Bull L, Gardner P, Barthorpe R, Dervilis N & Worden K () A risk-based active learning approach to inspection scheduling. Proceedings of the 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure View this article in WRRO
CHANDRASEKHAR K, STEVANOVIC N, CROSS EJ, DERVILIS N & WORDEN K () Gaussian Processes for Structural Health Monitoring of Wind Turbine Blades. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. View this article in WRRO
GIBBONS TJ, FUENTES R, MILLS R, CROSS EJ & WORDEN K () A Compressed Sensing Approach to Operational Modal Analysis Using Phase-Based Video Motion Magnification. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
GOSLIGA J & WORDEN K () A General Representation for Assessing the Similarity of Structures. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
GARDNER P & WORDEN K () On the Application of Domain Adaptation for Aiding Supervised SHM Methods. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. View this article in WRRO
HUGHES A, WORDEN K & BARTHORPE R () On an Application of Probabilistic Risk Assessment to Structural Health Monitoring. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
WORDEN K, DERVILIS N & FARRAR C () Applying the Concept of Complexity to Structural Health Monitoring. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
BULL LA, DERVILIS N & WORDEN K () Experimental Validation of the Population-Form to Represent Nominally-Identical Systems. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
ROOKER T, STAMMERS J, WORDEN K, POTTS G, KERRIGAN K & DERVILIS N () Automated Fault Diagnosis with Calibrated Artefact Probing. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
GONZAGA PH, DERVILIS N, WORDEN K, BARTHORPE R, STEVANOVIC N & BERNHAMMER LO () Structural Health Monitoring: A Review of Uncertainty Quantification Methods in Wind Turbine Systems. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
BULL LA, WORDEN K & DERVILIS N () Damage Classification Using Labelled and Unlabelled Measurements. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
JONES MR, ROGERS TJ, DERVILIS N, WORDEN K & CROSS EJ () Assessing the Likelihood of Damage at the Start of a Structural Health Monitoring Campaign. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
ROGERS TJ, WORDEN K, MILLS RS & CROSS EJ () Output-only Identification of Loading and Modal Parameters in Dynamic Systems with Non-Gaussian Inputs. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
HAYWOOD-ALEXANDER M, WORDEN K, BARTHORPE R, FUENTES R, ROGERS T & DERVILIS N () Health Monitoring of Composite Structures by Combining Ultrasonic Wave Data. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
RAHIM SA, MANSON G & WORDEN K () Principal Component Analysis and Artificial Neural Network Framework for Damage Detection Strategy under Varying Operational Loading Conditions. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
SHI H, WORDEN K & CROSS EJ () A Time Series Decomposition Method For Heteroskedastic Data In Structural Health Monitoring. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
FUENTES R, WORDEN K, ANTONIADOU I, MINEO C, PIERCE G & CROSS EJ () Compressive Sensing for Direct Time of Flight Estimation in Ultrasound-based NDT. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
ZHANG T, BARTHORPE R & WORDEN K () A Simplified Treed Gaussian Process Approach to the Modelling of Bridge Data for Structural Health Monitoring. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
FUENTES R, RAY N, ROGERS TIM, WORDEN K & CROSS EJ () Clustering-based Crack Growth Characterisation using Synchronised Vibration and Acoustic Emission Measurements. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
PAPATHEOU E, DERVILIS N, MAGUIRE E, CAMPOS C, ANTONIADOU I & WORDEN K () Extreme Function Theory for SHM: A Case Study for Wind Turbines. Structural Health Monitoring 2015
TIBOACA D, BARTHORPE R, ANTONIADOU I & WORDEN K () Multiple Damage Identification Using the Reversible Jump Markov Chain Monte Carlo. Structural Health Monitoring 2015
PAPATHEOU E, DERVILIS N, MAGUIRE E, ANTONIADOU I & WORDEN K () Towards a Population-based SHM: A Case Study on an Offshore Wind Farm. Structural Health Monitoring 2015
Bull L, Rogers T, Dervilis N, Cross E & Worden K () A Gaussian Process Form for Population-Based Structural Health Monitoring. DAMAS 2019 View this article in WRRO
Ray N, Worden K, Villain-Chastre J-P, Cross E & Turner S () EACS 2016 paper - TOOL WEAR STATE CLUSTERING IN MILLING BASED ON RECORDED ACOUSTIC EMISSION
Worden K & Cross E () EACS 2016 paper - ON CORRELATION AND CAUSALITY IN STRUCTURAL DYNAMICS
CHANDRASEKHAR K, STEVANOVIC N, CORBETTA M, DERVILIS N & WORDEN K () On the Structural Health Monitoring of Operational Wind Turbine Blades. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017. View this article in WRRO
Green PL, Worden K, Atallah K & Sims ND () Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions. PROCEEDINGS OF ISMA2010 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING INCLUDING USD2010 (pp 4775-4789). Leuven, BELGIUM, 20 September 2010 - 22 September 2010.
Green PL, Worden K, Atallah K & Sims ND () Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions. International Conference on Noise and Vibration Engineering, September 2010.

Presentations

Worden K Structural Dynamics Research in Mechanical Engineering at the University of Sheffield. The Octagon Centre, University of Sheffield. View this article in WRRO
Abdessalem A, Worden K, Dervilis N & Wagg D Recent Advances in Approximate Bayesian Computation Methodology (Application in structural dynamics)..

Preprints

Worden K, Dardeno TA, Hughes AJ & Tsialiamanis G (2024) On the topology and geometry of population-based SHM, arXiv.
Tsialiamanis G, Worden K, Dervilis N & Hughes AJ (2024) Towards an active-learning approach to resource allocation for population-based damage prognosis, arXiv.
Hughes AJ, Worden K, Dervilis N & Rogers TJ (2024) Cost-informed dimensionality reduction for structural digital twin technologies, arXiv.
Clarkson DR, Bull LA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2024) Active learning for regression in engineering populations: A risk-informed approach.
Brealy SM, Hughes AJ, Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2024) Multitask learning for improved scour detection: A dynamic wave tank study, arXiv.
Hughes AJ, Delo G, Poole J, Dervilis N & Worden K (2024) Quantifying the value of positive transfer: An experimental case study, arXiv.
Smith SM, Hughes AJ, Dardeno TA, Bull LA, Dervilis N & Worden K (2024) Anomaly Detection in Offshore Wind Turbine Structures using Hierarchical Bayesian Modelling, arXiv.
Kamariotis A, Chatzi E, Straub D, Dervilis N, Goebel K, Hughes AJ, Lombaert G, Papadimitriou C, Papakonstantinou KG, Pozzi M , Todd M et al (2024) Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems.
Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2023) Quantifying the value of information transfer in population-based SHM, arXiv.
Lin W, Worden K & Cross EJ (2023) Population-based wind farm monitoring based on a spatial autoregressive approach.
Clarkson DR, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2023) Sharing Information Between Machine Tools to Improve Surface Finish Forecasting, arXiv.
Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) Towards a population-informed approach to the definition of data-driven models for structural dynamics, arXiv.
Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2023) A decision framework for selecting information-transfer strategies in population-based SHM, arXiv.
Dardeno TA, Worden K, Dervilis N, Mills RS & Bull LA (2023) On the hierarchical Bayesian modelling of frequency response functions, arXiv.
Bee S, Bull L, Dervilis N & Worden K (2023) When is an SHM problem a Multi-Task-Learning problem?, arXiv.
Bee SC, Papatheou E, Haywood-Alexander M, Mills RS, Bull LA, Worden K & Dervilis N (2023) Better Together: Using Multi-task Learning to Improve Feature Selection within Structural Datasets, arXiv.
Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) A Meta-Learning Approach to Population-Based Modelling of Structures, arXiv.
Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) Towards a Population-Informed Approach to the Definition of Data-Driven Models for Structural Dynamics, Elsevier BV.
Gowdridge T, Dervilis N & Worden K (2022) On topological data analysis for structural dynamics: an introduction to persistent homology, arXiv.
Gowdridge T, Dervilis N & Worden K (2022) On the application of topological data analysis: a Z24 Bridge case study.
Gowdridge T, Dervilis N & Worden K (2022) On the application of the generating series for nonlinear systems with polynomial stiffness, arXiv.
Gowdridge T, Cross E, Dervilis N & Worden K (2022) A topological analysis of cointegrated data: a Z24 Bridge case study, arXiv.
Haywood-Alexander M, Dervilis N, Worden K, Mills RS, Ladpli P & Rogers TJ (2022) A Bayesian Method for Material Identification of Composite Plates via Dispersion Curves, arXiv.
Tsialiamanis G, Wagg D, Dervilis N & Worden K (2022) On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation, arXiv.
Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) Mitigating sampling bias in risk-based active learning via an EM algorithm.
Hughes AJ, Gardner P, Bull LA, Dervilis N & Worden K (2022) Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers.
Dardeno TA, Bull LA, Dervilis N & Worden K (2022) A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processes.
Poole J, Gardner P, Dervilis N, Bull L & Worden K (2022) On statistic alignment for domain adaptation in structural health monitoring.
Haywood-Alexander M, Dervilis N, Worden K, Dobie G & Rogers TJ (2022) Informative Bayesian Tools for Damage Localisation by Decomposition of Lamb Wave Signals.
Lindley CA, Beamish S, Dwyer-Joyce R, Dervilis N & Worden K (2022) A Bayesian Approach for Shaft Centre Localisation in Journal Bearings, arXiv.
Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2022) Modelling variability in vibration-based PBSHM via a generalised population form, arXiv.
Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) On generative models as the basis for digital twins, arXiv.
Tsialiamanis G, Wagg DJ, Gardner PA, Dervilis N & Worden K (2022) On partitioning of an SHM problem and parallels with transfer learning.
Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) On generating parametrised structural data using conditional generative adversarial networks.
Tsialiamanis G, Mylonas C, Chatzi E, Wagg DJ, Dervilis N & Worden K (2022) On an application of graph neural networks in population based SHM.
Tsialiamanis G, Champneys MD, Dervilis N, Wagg DJ & Worden K (2022) On the application of generative adversarial networks for nonlinear modal analysis.
Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) On robust risk-based active-learning algorithms for enhanced decision support, arXiv. View this article in WRRO
Bull LA, Gardner PA, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm, arXiv.
Wang T, Wagg DJ, Worden K & Barthorpe RJ (2021) On sensor optimisation for structural health monitoring robust to environmental variations, Copernicus GmbH.
Hughes AJ, Bull LA, Gardner P, Barthorpe RJ, Dervilis N & Worden K (2021) On risk-based active learning for structural health monitoring, arXiv.
Tsialiamanis G, Mylonas C, Chatzi E, Dervilis N, Wagg DJ & Worden K (2021) Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces, arXiv.
Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data, arXiv.
Chandrasekhar K, Stevanovic N, Cross EJ, Dervilis N & Worden K (2021) Damage detection in operational wind turbine blades using a new approach based on machine learning, arXiv.
Haywood-Alexander M, Dervilis N, Worden K, Cross EJ, Mills RS & Rogers TJ (2021) Structured Machine Learning Tools for Modelling Characteristics of Guided Waves, arXiv.
Hughes AJ, Barthorpe RJ, Dervilis N, Farrar CR & Worden K (2021) A probabilistic risk-based decision framework for structural health monitoring, arXiv.
Mylonas C, Tsialiamanis G, Worden K & Chatzi EN (2020) Bayesian graph neural networks for strain-based crack localization, arXiv.
Haywood-Alexander M, Dervilis N, Worden K, Mills RS & Rogers TJ () A Bayesian Method for Material Identification of Composite Plates Via Dispersion Curves.

Grants

ARTIMA, funded by European Commission, 12/2004 - 11/2007; £291022 (50%)
"Characterisation of damage in Complex Structures by Acoustic Emission During Fatigue Testing", funded by EPSRC, 07/2005 - 06/2008; £78,492 (50%)
Smart Sensing for Structural Health Monitoring, funded by ESPRC, 11/2006 - 10/2009, £230,400
Uncertainty Propagation in Structures, Systems and Processes, funded by ESPRC, 11/2006 - 10/2011; £734193 (25%)

Teaching activities

MEC113 Solids, Liquids and Gases
MEC409 Signal Processing and Instrumentation
MEC415 Condition Monitoring