Items where authors include "Worden, K."
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Bee, S. orcid.org/0000-0002-4712-3249, Poole, J., Worden, K. et al. (2 more authors) (2024) Multitask feature selection within structural datasets. Data-Centric Engineering, 5. e4. ISSN 2632-6736
Dardeno, T.A. orcid.org/0000-0002-0991-412X, Worden, K. orcid.org/0000-0002-1035-238X, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (2 more authors) (2024) On the hierarchical Bayesian modelling of frequency response functions. Mechanical Systems and Signal Processing, 208. 111072. ISSN 0888-3270
Lindley, C.A. orcid.org/0000-0001-8062-841X, Jones, M.R., Rogers, T.J. orcid.org/0000-0002-3433-3247 et al. (4 more authors) (2024) A probabilistic approach for acoustic emission based monitoring techniques: with application to structural health monitoring. Mechanical Systems and Signal Processing, 208. 110958. ISSN 0888-3270
Wickramarachchi, C.T. orcid.org/0000-0003-2454-6668, Maguire, E. orcid.org/0000-0002-1004-1979, Cross, E.J. et al. (1 more author) (2023) Measuring data similarity in population-based structural health monitoring using distance metrics. Structural Health Monitoring. ISSN 1475-9217
Tsialiamanis, G. orcid.org/0000-0002-1205-4175, Dervilis, N. orcid.org/0000-0002-5712-7323, Wagg, D.J. orcid.org/0000-0002-7266-2105 et al. (1 more author) (2023) Towards a population-informed approach to the definition of data-driven models for structural dynamics. Mechanical Systems and Signal Processing, 200. 110581. ISSN 0888-3270
Giglioni, V., Poole, J. orcid.org/0000-0002-7642-9108, Venanzi, I. et al. (2 more authors) (2023) On the use of domain adaptation techniques for bridge damage detection in a changing environment. ce/papers, 6 (5). pp. 975-980. ISSN 2509-7075
Nayek, R. orcid.org/0000-0003-4277-8382, Abdessalem, A.B., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (2 more authors) (2023) Identification of piecewise-linear mechanical oscillators via Bayesian model selection and parameter estimation. Mechanical Systems and Signal Processing, 196. 110300. ISSN 0888-3270
Poole, J., Gardner, P. orcid.org/0000-0002-1882-9728, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (2 more authors) (2023) On statistic alignment for domain adaptation in structural health monitoring. Structural Health Monitoring, 22 (3). pp. 1581-1600. ISSN 1475-9217
Stolze, F.H.G., Worden, K., Manson, G. et al. (1 more author) (2023) Fatigue-crack detection in a multi-riveted strap-joint aluminium aircraft panel using amplitude characteristics of diffuse Lamb wave field. Materials, 16 (4). 1619. ISSN 1996-1944
Haywood-Alexander, M. orcid.org/0000-0003-3384-2346, Dervilis, N. orcid.org/0000-0002-5712-7323, Worden, K. orcid.org/0000-0002-1035-238X et al. (3 more authors) (2022) A Bayesian method for material identification of composite plates via dispersion curves. Sensors, 23 (1). 185. ISSN 1424-8220
Hughes, A.J. orcid.org/0000-0002-9692-9070, Bull, L.A., Gardner, P. orcid.org/0000-0002-1882-9728 et al. (2 more authors) (2022) On robust risk-based active-learning algorithms for enhanced decision support. Mechanical Systems and Signal Processing, 181. 109502. ISSN 0888-3270
Champneys, M.D. orcid.org/0000-0002-3037-7584, Tsialiamanis, G., Rogers, T.J. orcid.org/0000-0002-3433-3247 et al. (2 more authors) (2022) On the dynamic properties of statistically-independent nonlinear normal modes. Mechanical Systems and Signal Processing, 181. 109510. ISSN 0888-3270
Brennan, D.S., Gosliga, J., Gardner, P. et al. (2 more authors) (2022) On the application of population-based structural health monitoring in aerospace engineering. Frontiers in Robotics and AI, 9. 840058. ISSN 2296-9144
Dardeno, T.A., Bull, L.A., Mills, R.S. orcid.org/0000-0003-1613-2369 et al. (2 more authors) (2022) Modelling variability in vibration-based PBSHM via a generalised population form. Journal of Sound and Vibration, 538. 117227. ISSN 0022-460X
Haywood-Alexander, M., Dervilis, N., Worden, K. et al. (2 more authors) (2022) Informative bayesian tools for damage localisation by decomposition of Lamb wave signals. Journal of Sound and Vibration, 535. 117063. ISSN 0022-460X
Haywood-Alexander, M., Dervilis, N. orcid.org/0000-0002-5712-7323, Worden, K. et al. (3 more authors) (2022) A Bayesian method for material identification of composite plates via dispersion curves. arXiv. (Submitted)
Wang, T. orcid.org/0000-0002-1271-2641, Barthorpe, R.J., Wagg, D. et al. (1 more author) (2022) On improved fail-safe sensor distributions for a structural health monitoring system. Data-Centric Engineering, 3. e27. ISSN 2632-6736
Gowdridge, T., Dervilis, N. orcid.org/0000-0002-5712-7323 and Worden, K. orcid.org/0000-0002-1035-238X (2022) On topological data analysis for structural dynamics: an introduction to persistent homology. ASME Open Journal of Engineering, 1. 011038. ISSN 2770-3495
Lin, W., Worden, K., Maguire, A.E. et al. (1 more author) (2022) A mapping method for anomaly detection in a localized population of structures. Data-Centric Engineering, 3. e25. ISSN 2632-6736
Lindley, C., Beamish, S., Dwyer-Joyce, R. et al. (2 more authors) (2022) A Bayesian approach for shaft centre localisation in journal bearings. Mechanical Systems and Signal Processing, 174. 109021. ISSN 1096-1216
Gosliga, J., Hester, D., Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2022) On population-based structural health monitoring for bridges. Mechanical Systems and Signal Processing, 173. 108919. ISSN 0888-3270
Bull, L.A., Dervilis, N. orcid.org/0000-0002-5712-7323, Worden, K. orcid.org/0000-0002-1035-238X et al. (2 more authors) (2022) A sampling-based approach for information-theoretic inspection management. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 478 (2262). ISSN 1364-5021
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A., Gosliga, J. et al. (3 more authors) (2022) A population-based SHM methodology for heterogeneous structures : transferring damage localisation knowledge between different aircraft wings. Mechanical Systems and Signal Processing, 172. 108918. ISSN 0888-3270
Gonzaga, P., Toft, H., Worden, K. et al. (4 more authors) (2022) Impact of blade structural and aerodynamic uncertainties on wind turbine loads. Wind Energy, 25 (6). pp. 1060-1076. ISSN 1095-4244
Bull, L.A., Gardner, P.A. orcid.org/0000-0002-1882-9728, Rogers, T.J. orcid.org/0000-0002-3433-3247 et al. (6 more authors) (2022) Bayesian modelling of multivalued power curves from an operational wind farm. Mechanical Systems and Signal Processing, 169. 108530. ISSN 0888-3270
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2022) Domain-adapted Gaussian mixture models for population-based structural health monitoring. Journal of Civil Structural Health Monitoring. ISSN 2190-5452
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2022) On the application of kernelised Bayesian transfer learning to population-based structural health monitoring. Mechanical Systems and Signal Processing, 167 (Part B). 108519. ISSN 0888-3270
Tsialiamanis, G., Champneys, M.D. orcid.org/0000-0002-3037-7584, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (2 more authors) (2022) On the application of generative adversarial networks for nonlinear modal analysis. Mechanical Systems and Signal Processing, 166. 108473. ISSN 0888-3270
Rooker, T., Stammers, J., Worden, K. et al. (3 more authors) (2022) Error motion trajectory-driven diagnostics of kinematic and non-kinematic machine tool faults. Mechanical Systems and Signal Processing, 164. 108271. ISSN 0888-3270
Jones, M.R., Rogers, T.J. orcid.org/0000-0002-3433-3247, Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2022) A Bayesian methodology for localising acoustic emission sources in complex structures. Mechanical Systems and Signal Processing, 163. 108143. ISSN 0888-3270
Hughes, A.J. orcid.org/0000-0002-9692-9070, Bull, L.A., Gardner, P. orcid.org/0000-0002-1882-9728 et al. (2 more authors) (2022) On robust risk-based active-learning algorithms for enhanced decision support. arXiv. (Submitted)
Nayek, R. orcid.org/0000-0003-4277-8382, Fuentes, R., Worden, K. et al. (1 more author) (2021) On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression. Mechanical Systems and Signal Processing, 161. 107986. ISSN 0888-3270
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A. orcid.org/0000-0002-0225-5010, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2021) Overcoming the problem of repair in structural health monitoring: Metric-informed transfer learning. Journal of Sound and Vibration, 510. 116245. ISSN 0022-460X
Wang, T. orcid.org/0000-0002-1271-2641, Wagg, D.J. orcid.org/0000-0002-7266-2105, Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2021) On sensor optimisation for structural health monitoring robust to environmental variations. Wind Energy Science, 6 (5). pp. 1107-1116. ISSN 2366-7443
Tsialiamanis, G., Wagg, D.J. orcid.org/0000-0002-7266-2105, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2021) On generative models as the basis for digital twins. Data-Centric Engineering, 2. e11. ISSN 2632-6736
Rooker, T., Stammers, J., Worden, K. orcid.org/0000-0002-1035-238X et al. (3 more authors) (2021) Machining centre performance monitoring with calibrated artefact probing. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 235 (10). pp. 1569-1587. ISSN 0954-4054
Tsialiamanis, G., Mylonas, C., Chatzi, E. et al. (3 more authors) (2021) Foundations of population-based SHM, Part IV : the geometry of spaces of structures and their feature spaces. Mechanical Systems and Signal Processing, 157. 107692. ISSN 0888-3270
Haywood-Alexander, M., Dervilis, N. orcid.org/0000-0002-5712-7323, Worden, K. orcid.org/0000-0002-1035-238X et al. (3 more authors) (2021) Structured machine learning tools for modelling characteristics of guided waves. Mechanical Systems and Signal Processing, 156. 107628. ISSN 0888-3270
Zhang, S. orcid.org/0000-0002-7905-927X, Wang, T., Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2021) Canonical-correlation-based fast feature selection. arXiv. (Submitted)
Bull, L.A. orcid.org/0000-0002-0225-5010, Gardner, P.A. orcid.org/0000-0002-1882-9728, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (4 more authors) (2021) On the transfer of damage detectors between structures: an experimental case study. Journal of Sound and Vibration, 501. 116072. ISSN 0022-460X
Fuentes, R., Nayek, R. orcid.org/0000-0003-4277-8382, Gardner, P. et al. (4 more authors) (2021) Equation discovery for nonlinear dynamical systems : a Bayesian viewpoint. Mechanical Systems and Signal Processing, 154. 107528. ISSN 0888-3270
Hughes, A.J. orcid.org/0000-0002-9692-9070, Bull, L.A., Gardner, P. orcid.org/0000-0002-1882-9728 et al. (3 more authors) (2021) On risk-based active learning for structural health monitoring. arXiv. (Submitted)
Chandrasekhar, K., Stevanovic, N., Cross, E. et al. (2 more authors) (2021) Damage detection in operational wind turbine blades using a new approach based on machine learning. Renewable Energy, 168. pp. 1249-1264. ISSN 0960-1481
Bull, L.A. orcid.org/0000-0002-0225-5010, Gardner, P. orcid.org/0000-0002-1882-9728, Rogers, T.J. orcid.org/0000-0002-3433-3247 et al. (3 more authors) (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. ISSN 2376-7642
Hughes, A.J. orcid.org/0000-0002-9692-9070, Barthorpe, R.J. orcid.org/0000-0002-6645-8482, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (2 more authors) (2021) A probabilistic risk-based decision framework for structural health monitoring. Mechanical Systems and Signal Processing, 150. 107339. ISSN 0888-3270
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A., Gosliga, J. et al. (2 more authors) (2021) Foundations of population-based SHM, part III : heterogeneous populations – mapping and transfer. Mechanical Systems and Signal Processing, 149. 107142. ISSN 0888-3270
Bull, L.A., Gardner, P.A. orcid.org/0000-0002-1882-9728, Gosliga, J. et al. (7 more authors) (2021) Foundations of population-based SHM, Part I : homogeneous populations and forms. Mechanical Systems and Signal Processing, 148. 107141. ISSN 0888-3270
Gosliga, J., Gardner, P.A. orcid.org/0000-0002-1882-9728, Bull, L.A. et al. (2 more authors) (2021) Foundations of population-based SHM, part II : heterogeneous populations – graphs, networks, and communities. Mechanical Systems and Signal Processing, 148. 107144. ISSN 0888-3270
Fuentes, R., Gardner, P., Mineo, C. et al. (5 more authors) (2020) Autonomous ultrasonic inspection using bayesian optimisation and robust outlier analysis. Mechanical Systems and Signal Processing, 145. 106897. ISSN 0888-3270
Chetcuti Zammit, S., Bull, L.A. orcid.org/0000-0002-0225-5010, Sanders, D.S. et al. (4 more authors) (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). 195. ISSN 0148-5598
Gardner, P. orcid.org/0000-0002-1882-9728, Fuentes, R., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (4 more authors) (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. ISSN 1364-503X
Zhang, T., Barthorpe, R.J. orcid.org/0000-0002-6645-8482 and Worden, K. orcid.org/0000-0002-1035-238X (2020) On Treed Gaussian Processes and piecewise-linear NARX modelling. Mechanical Systems and Signal Processing, 144. 106877. ISSN 0888-3270
Worden, K. orcid.org/0000-0002-1035-238X, Bull, L.A., Gardner, P. orcid.org/0000-0002-1882-9728 et al. (6 more authors) (2020) A brief introduction to recent developments in population-based structural health monitoring. Frontiers in Built Environment, 6. 146.
Rogers, T.J., Worden, K. and Cross, E.J. (2020) Bayesian joint input-state estimation for nonlinear systems. Vibration, 3 (3). pp. 281-303.
Wagg, D., Worden, K. orcid.org/0000-0002-1035-238X, Barthorpe, R. et al. (1 more author) (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, 6 (3). 030901. ISSN 2332-9017
Barthorpe, R.J. orcid.org/0000-0002-6645-8482 and Worden, K. orcid.org/0000-0002-1035-238X (2020) Emerging trends in optimal structural health monitoring system design: From sensor placement to system evaluation. Journal of Sensor and Actuator Networks, 9 (3). 31. ISSN 2224-2708
Worden, K. orcid.org/0000-0002-1035-238X, Cross, E., Barthorpe, R. et al. (2 more authors) (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, 6 (3). 030902. ISSN 2332-9017
Lei, C.L., Ghosh, S., Whittaker, D.G. et al. (14 more authors) (2020) Considering discrepancy when calibrating a mechanistic electrophysiology model. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378 (2173). 20190349. ISSN 1364-503X
Rogers, T.J. orcid.org/0000-0002-3433-3247, Worden, K. and Cross, E.J. (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. 106580. ISSN 0888-3270
Bull, L., Worden, K. and Dervilis, N. orcid.org/0000-0002-5712-7323 (2020) Towards semi-supervised and probabilistic classification in structural health monitoring. Mechanical Systems and Signal Processing, 140. ISSN 0888-3270
Gardner, P. orcid.org/0000-0002-1882-9728, Liu, X. orcid.org/0000-0002-3346-4202 and Worden, K. orcid.org/0000-0002-1035-238X (2020) On the application of domain adaptation in structural health monitoring. Mechanical Systems and Signal Processing, 138. 106550. ISSN 0888-3270
Rogers, T. orcid.org/0000-0002-3433-3247, Gardner, P. orcid.org/0000-0002-1882-9728, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (4 more authors) (2020) Probabilistic modelling of wind turbine power curves with application of heteroscedastic gaussian process regression. Renewable Energy, 148. pp. 1124-1136. ISSN 0960-1481
Bull, L.A., Rogers, T.J. orcid.org/0000-0002-3433-3247, Wickramarachchi, C. et al. (3 more authors) (2019) Probabilistic active learning : an online framework for structural health monitoring. Mechanical Systems and Signal Processing, 134. ISSN 0888-3270
Bull, L., Worden, K., Fuentes, R. et al. (3 more authors) (2019) Outlier ensembles: A robust method for damage detection and unsupervised feature extraction from high-dimensional data. Journal of Sound and Vibration, 453. pp. 126-150. ISSN 0022-460X
Salvetti, M., Sbarufatti, C., Cross, E. orcid.org/0000-0001-5204-1910 et al. (3 more authors) (2019) On the performance of a cointegration-based approach for novelty detection in realistic fatigue crack growth scenarios. Mechanical Systems and Signal Processing, 123. pp. 84-101. ISSN 0888-3270
Abdessalem, A.B., Dervilis, N. orcid.org/0000-0002-5712-7323, Wagg, D. et al. (1 more author) (2019) Model selection and parameter estimation of dynamical systems using a novel variant of approximate Bayesian computation. Mechanical Systems and Signal Processing, 122. pp. 364-386. ISSN 0888-3270
Shi, H., Worden, K. orcid.org/0000-0002-1035-238X and Cross, E.J. orcid.org/0000-0001-5204-1910 (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. pp. 16-31. ISSN 0888-3270
Coletta, G., Miraglia, G., Pecorelli, M. et al. (4 more authors) (2019) Use of the cointegration strategies to remove environmental effects from data acquired on historical buildings. Engineering Structures, 183. pp. 1014-1026. ISSN 0141-0296
Fuentes Esquivel, J.R. orcid.org/0000-0002-7002-6682, Mineo, C., Pierce, G. et al. (2 more authors) (2019) A probabilistic compressive sensing framework with applications to ultrasound signal processing. Mechanical Systems and Signal Processing, 117. pp. 383-402. ISSN 0888-3270
Worden, K., Barthorpe, R.J., Cross, E. et al. (4 more authors) (2018) On evolutionary system identification with applications to nonlinear benchmarks. Mechanical Systems and Signal Processing, 112. pp. 194-232. ISSN 0888-3270
Dervilis, N. orcid.org/0000-0002-5712-7323, Simpson, T.E., Wagg, D. et al. (1 more author) (2018) Nonlinear modal analysis via non-parametric machine learning tools. Strain. ISSN 0039-2103
Rogers, T.J., Worden, K., Fuentes, R. et al. (3 more authors) (2018) A Bayesian non-parametric clustering approach for semi-supervised Structural Health Monitoring. Mechanical Systems and Signal Processing, 119. pp. 100-119. ISSN 0888-3270
Bull, L.A., Worden, K., Manson, G. et al. (1 more author) (2018) Active learning for semi-supervised structural health monitoring. Journal of Sound and Vibration. ISSN 0022-460X
Yang, K., Rongong, J.A. orcid.org/0000-0002-6252-6230 and Worden, K. orcid.org/0000-0002-1035-238X (2018) Damage detection in a laboratory wind turbine blade using techniques of ultrasonic NDT and SHM. Strain. ISSN 0039-2103
Worden, K. orcid.org/0000-0002-1035-238X, Spencer, A.B., Packo, P. et al. (3 more authors) (2018) Acoustic emission source characterisation using evolutionary optimisation. Strain, 54 (4). e12272. ISSN 0039-2103
Deraemaeker, A. and Worden, K. orcid.org/0000-0002-1035-238X (2018) A comparison of linear approaches to filter out environmental effects in structural health monitoring. Mechanical Systems and Signal Processing, 105. pp. 1-15. ISSN 0888-3270
Worden, K. orcid.org/0000-0002-1035-238X, Becker, W.E., Rogers, T.J. et al. (1 more author) (2018) On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions. Mechanical Systems and Signal Processing, 104. pp. 188-223. ISSN 0888-3270
Shi, H., Worden, K. orcid.org/0000-0002-1035-238X and Cross, E.J. (2018) A regime-switching cointegration approach for removing environmental and operational variations in structural health monitoring. Mechanical Systems and Signal Processing, 103. pp. 381-397. ISSN 0888-3270
Baldacchino, T., Jacobs, W.R., Anderson, S.R. et al. (2 more authors) (2018) Simultaneous Force Regression and Movement Classification of Fingers via Surface EMG within a Unified Bayesian Framework. Frontiers in Bioengineering and Biotechnology. ISSN 2296-4185
Abdessalem, A., Dervilis, N., Wagg, D. et al. (1 more author) (2018) Model selection and parameter estimation in structural dynamics using approximate Bayesian computation. Mechanical Systems and Signal Processing, 99. pp. 306-325. ISSN 0888-3270
Worden, K. orcid.org/0000-0002-1035-238X and Cross, E.J. (2018) On switching response surface models, with applications to the structural health monitoring of bridges. Mechanical Systems and Signal Processing, 98. pp. 139-156. ISSN 0888-3270
Papatheou, E., Dervilis, N., Maguire, A.E. et al. (3 more authors) (2017) Performance monitoring of a wind turbine using extreme function theory. Renewable Energy, 113. pp. 1490-1502. ISSN 0960-1481
Barthorpe, R.J. orcid.org/0000-0002-6645-8482 and Worden, K. orcid.org/0000-0002-1035-238X (2017) On multi-site damage identification using single-site training data. Journal of Sound and Vibration, 409. pp. 43-64. ISSN 0022-460X
Abdessalem, A.B., Dervilis, N., Wagg, D.J. et al. (1 more author) (2017) Automatic kernel selection for Gaussian processes regression with approximate Bayesian computation and sequential Monte Carlo. Frontiers in Built Environment, 3. 52.
Worden, K. and Green, P. L. (2017) A machine learning approach to nonlinear modal analysis. Mechanical Systems and Signal Processing, 84 (Part B). pp. 34-53. ISSN 0888-3270
Baldacchino, T., Worden, K. orcid.org/0000-0002-1035-238X and Rowson, J. orcid.org/0000-0002-5226-680X (2017) Robust nonlinear system identification: Bayesian mixture of experts using the t-distribution. Mechanical Systems and Signal Processing, 85. pp. 977-992. ISSN 0888-3270
Holford, K.M., Eaton, M.J., Hensman, J.J. et al. (4 more authors) (2017) A new methodology for automating acoustic emission detection of metallic fatigue fractures in highly demanding aerospace environments: An overview. Progress in Aerospace Sciences. ISSN 0376-0421
Holmes, G., Sartor, P., Reed, S. et al. (3 more authors) (2016) Prediction of landing gear loads using machine learning techniques. Structural Health Monitoring, 15 (5). pp. 568-582. ISSN 1475-9217
Scott, M., Green, P.L., O'Driscoll, D. et al. (2 more authors) (2016) Sensitivity analysis of an Advanced Gas-cooled Reactor control rod model. Nuclear Engineering and Design, 305. pp. 514-523. ISSN 0029-5493
Rehman, A.U., Worden, K. orcid.org/0000-0002-1035-238X and Rongong, J.A. orcid.org/0000-0002-6252-6230 (2016) On Crack Detection in Tuned and Mistuned Repeating Structures Using the Modal Assurance Criterion. Strain, 52 (3). pp. 175-185. ISSN 0039-2103
Sartor, P., Becker, W., Worden, K. orcid.org/0000-0002-1035-238X et al. (2 more authors) (2016) Bayesian Sensitivity Analysis of Flight Parameters in a Hard-Landing Analysis Process. Journal of Aircraft, 53 (5). pp. 1317-1331. ISSN 0021-8669
Dervilis, N., Antoniadou, I., Barthorpe, R.J. orcid.org/0000-0002-6645-8482 et al. (2 more authors) (2016) Robust methods for outlier detection and regression for SHM applications. International Journal of Sustainable Materials and Structural Systems, 2 (1/2). ISSN 2043-8621
Baldacchino, T., Cross, E.J., Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2016) Variational Bayesian mixture of experts models and sensitivity analysis for nonlinear dynamical systems. Mechanical Systems and Signal Processing, 66-67. pp. 178-200. ISSN 0888-3270
Green, P.L. and Worden, K. orcid.org/0000-0002-1035-238X (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). ARTN 20140405. ISSN 1364-503X
Papatheou, E., Dervilis, N., Maguire, A.E. et al. (2 more authors) (2015) A Performance Monitoring Approach for the Novel Lillgrund Offshore Wind Farm. IEEE Transactions on Industrial Electronics, 62 (10). 6636 - 6644. ISSN 0278-0046
Dervilis, N., Worden, K. orcid.org/0000-0002-1035-238X and Cross, E.J. (2015) On robust regression analysis as a means of exploring environmental and operational conditions for SHM data. Journal of Sound and Vibration, 347. pp. 279-296. ISSN 0022-460X
Dervilis, N., Antoniadou, I., Cross, E.J. et al. (1 more author) (2015) A Non-linear Manifold Strategy for SHM Approaches. Strain. ISSN 0039-2103
Green, P.L., Cross, E.J. and Worden, K. (2015) Bayesian system identification of dynamical systems using highly informative training data. Mechanical Systems and Signal Processing, 56-57. 109 - 122. ISSN 0888-3270
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Book Section
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A., Gosliga, J. orcid.org/0000-0003-3997-3224 et al. (4 more authors) (2022) Population-based structural health monitoring. In: Cury, A., Ribeiro, D., Ubertini, F. and Todd, M.D., (eds.) Structural Health Monitoring Based on Data Science Techniques. Structural Integrity (21). Springer Cham , pp. 413-435. ISBN 9783030817152
Monograph
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Worden, K., Stansby, P.K., Tomlinson, G.R. et al. (1 more author) (1991) Identification of Nonlinear Wave Forces. Part 1: Time-Domain Analysis. Research Report. ACSE Research Report 441 . Department of Automatic Systems Control and Engineering
Worden, K., Stansby, P.K., Tomlinson, G.R. et al. (1 more author) (1991) Identification of Nonlinear Wave Forces. Part II. Frequency-Domain Analysis. Research Report. ACSE Research Report 442 . Department of Automatic Systems Control and Engineering
Stansby, P.K., Worden, K. and Tomlinson, G.R. (1991) Improved Wave Force Classification and Systems Identification. Research Report. ACSE Research Report 440 . Department of Automatic Control and Systems Engineering
Proceedings Paper
Hughes, A.J., Bull, L.A., Gardner, P. et al. (3 more authors) (2022) Semi-supervised risk-based active learning using inspection and maintenance information. In: Proceedings of ISMA 2022-International Conference on Noise and Vibration Engineering and USD 2022-International Conference on Uncertainty in Structural Dynamics. ISMA 2022-International Conference on Noise and Vibration Engineering and USD 2022-International Conference on Uncertainty in Structural Dynamics (ISMA-USD 2022), 12-14 Sep 2022, Leuven, Belgium. KU Leuven Department of Mechanical Engineering .
Haywood-Alexander, M., Dervilis, N. orcid.org/0000-0002-5712-7323, Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2022) A Bayesian approach to Lamb-wave dispersion curve material identification in composite plates. In: Rizzo, P. and Milazzo, A., (eds.) European Workshop on Structural Health Monitoring: EWSHM 2022. European Workshop on Structural Health Monitoring (EWSHM 2022), 04-07 Jul 2022, Palermo, Italy. Lecture Notes in Civil Engineering, 3 . Springer International Publishing , pp. 139-149. ISBN 9783031073212
Lin, W. orcid.org/0000-0002-1574-3283, Worden, K. orcid.org/0000-0002-1035-238X and Cross, E. orcid.org/0000-0001-5204-1910 (2022) A spatial autoregressive approach for wake field prediction across a wind farm. In: Rizzo, P. and Milazzo, A., (eds.) European Workshop on Structural Health Monitoring EWSHM 2022. EWSHM 2022: 10th European Workshop on Structural Health Monitoring, 04-07 Jul 2022, Palermo, Italy. Lecture Notes in Civil Engineering, 3 (270). Springer Nature , pp. 530-540. ISBN 9783031073212
Wang, T. orcid.org/0000-0002-1271-2641, Wagg, D.J., Worden, K. et al. (1 more author) (2022) Assessment criteria for optimal sensor placement for a structural health monitoring system. In: Farhangdoust, S., Guemes, A. and Chang, F.-K., (eds.) Structural Health Monitoring 2021 : Proceedings of the Thirteenth International Workshop on Structural Health Monitoring Stanford University, March 15-17 2022 (formerly December 7-9, 2021). IWSHM 2021 - 13th International Workshop on Structural Health Monitoring, 15-17 Mar 2022, Stanford University, CA, USA. DEStech Publications, Inc. , Lancaster, PA, USA , pp. 365-375. ISBN 9781605956879
Wang, T. orcid.org/0000-0002-1271-2641, Wagg, D.J., Barthorpe, R.J. et al. (1 more author) (2022) On robustness of optimal sensor placement to environmental variation for SHM. In: Farhangdoust, S., Guemes, A. and Chang, F.-K., (eds.) Structural Health Monitoring 2021 : Proceedings of the Thirteenth International Workshop on Structural Health Monitoring Stanford University, March 15-17 2022 (formerly December 7-9, 2021). IWSHM 2021 - 13th International Workshop on Structural Health Monitoring, 15-17 Mar 2022, Stanford University, CA, USA. DEStech Publications, Inc. , Lancaster, PA, USA , pp. 977-987. ISBN 9781605956879
Tsialiamanis, G., Wagg, D., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2022) On an application of generative adversarial networks on remaining lifetime estimation. In: Structural Health Monitoring 2021: Enabling Next Generation SHM for Cyber-Physical Systems: Proceedings of the Thirteenth International Workshop on Structural Health Monitoring (IWSHM). Thirteenth International Workshop on Structural Health Monitoring (IWSHM), 15-17 Mar 2022, Stanford University, CA, USA. Destech Publications, Inc. . ISBN 9781605956879
Gardner, P.A. orcid.org/0000-0002-1882-9728, Bull, L.A., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2022) Challenges for SHM from structural repairs : an outlier-informed domain adaptation approach. In: Madarshahian, R. and Hemez, F., (eds.) Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021. 39th IMAC - A Conference and Exposition on Structural Dynamics 2021, 08-11 Feb 2021, Virtual conference. Conference Proceedings of the Society for Experimental Mechanics (CPSEMS) . Springer International Publishing , pp. 75-86. ISBN 9783030760038
Champneys, M.D. orcid.org/0000-0002-3037-7584, Dervilis, N. orcid.org/0000-0002-5712-7323 and Worden, K. orcid.org/0000-0002-1035-238X (2022) On affine symbolic regression trees for the solution of functional problems. In: Kerschen, G., Brake, M.R.W. and Renson, L., (eds.) Nonlinear Structures & Systems, Volume 1 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021. 39th IMAC - A Conference and Exposition on Structural Dynamics 2021, 08-11 Feb 2021, Orlando, FL, USA. Springer, Cham , pp. 95-108. ISBN 9783030771348
Gardner, P.A. orcid.org/0000-0002-1882-9728, Bull, L.A., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2022) On the application of heterogeneous transfer learning to population-based structural health monitoring. In: Madarshahian, R. and Hemez, F., (eds.) Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021. 39th IMAC - A Conference and Exposition on Structural Dynamics 2021, 08-11 Feb 2021, Virtual conference. Conference Proceedings of the Society for Experimental Mechanics (CPSEMS) . Springer International Publishing , pp. 87-98. ISBN 9783030760038
Gosliga, J. orcid.org/0000-0003-3997-3224, Bunce, A., Hester, D. et al. (1 more author) (2021) Creating a network of structures based on physical similarity. In: Cunha, A. and Caetano, E., (eds.) Proceedings of the International Conference on Structural Health Monitoring of Intelligent Infrastructure. SHMII-10 : 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure, 30 Jun - 02 Jul 2021, Porto, Portugal (online). International Society for Structural Health Monitoring of Intelligent Infrastructure (ISHMII) , pp. 1803-1808.
Bull, L.A., Gardner, P.A. orcid.org/0000-0002-1882-9728, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2021) Normalising flows and nonlinear normal modes. In: Pillonetto, G., (ed.) IFAC-PapersOnLine. 19th IFAC Symposium on System Identification (SYSID 2021), 13-16 Jul 2021, Padova, Italy. Elsevier BV , pp. 655-660.
Lindley, C.A., Rogers, T., Dwyer-Joyce, R. orcid.org/0000-0001-8481-2708 et al. (2 more authors) (2021) On the application of variational auto encoders (VAE) for damage detection in rolling element bearings. In: Chang, F.-K., (ed.) Structural Health Monitoring 2021 : Proceedings of the Thirteenth International Workshop, August 31-September 2, 2021, Stanford University. 13th International Workshop on Structural Health Monitoring (IWSHM), 15-17 Mar 2022, Stanford, CA, USA (cancelled). DEStech Publications Ltd , Lancaster, PA, USA , pp. 388-397. ISBN 9781605956879
Hughes, A.J. orcid.org/0000-0002-9692-9070, Bull, L.A., Gardner, P. et al. (3 more authors) (2021) A risk-based active learning approach to inspection scheduling. In: Proceedings of the 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure. 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure, 30 Jun - 02 Jul 2021, Porto, Portugal. International Society for Structural Health Monitoring of Intelligent Infrastructure (ISHMII) .
Hughes, A.J. orcid.org/0000-0002-9692-9070, Barthorpe, R.J. orcid.org/0000-0002-6645-8482 and Worden, K. orcid.org/0000-0002-1035-238X (2021) On health-state transition models for risk-based structural health monitoring. In: Grimmelsman, K., (ed.) Dynamics of Civil Structures, Volume 2: Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics, 2021. 39th IMAC, A Conference and Exposition on Structural Dynamics 2021, 08-11 Feb 2021, Orlando, Florida. Conference Proceedings of the Society for Experimental Mechanics . Springer, Cham , pp. 49-60. ISBN 9783030771423
Haywood-Alexander, M., Dervilis, N. orcid.org/0000-0002-5712-7323, Worden, K. orcid.org/0000-0002-1035-238X et al. (2 more authors) (2021) Decomposition of multi-mode signals using dispersion curves and Bayesian linear regression. In: Fromme, P. and Su, Z., (eds.) Proceedings of SPIE: Health Monitoring of Structural and Biological Systems XV. SPIE Smart Structures + Nondestructive Evaluation, 2021, 22-26 Mar 2021, Online. Society of Photo-optical Instrumentation Engineers . ISBN 9781510640153
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A. orcid.org/0000-0002-0225-5010, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2020) Kernelised Bayesian transfer learning for population-based structural health monitoring. In: Mao, Z., (ed.) Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC : A Conference and Exposition on Structural Dynamics, 10-13 Feb 2020, Houston, TX USA. Conference Proceedings of the Society for Experimental Mechanics Series, 3 . Springer International Publishing , pp. 209-215. ISBN 9783030487782
Bull, L.A. orcid.org/0000-0002-0225-5010, Gardner, P.A. orcid.org/0000-0002-1882-9728, Gosliga, J. et al. (7 more authors) (2020) Towards population-based structural health monitoring, part I : homogeneous populations and forms. In: Mao, Z., (ed.) Model Validation and Uncertainty Quantification, Volume 3 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC : A Conference and Exposition on Structural Dynamics, 10-13 Feb 2020, Houston, TX USA. Conference Proceedings of the Society for Experimental Mechanics Series . Springer International Publishing , pp. 287-302. ISBN 9783030487782
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A. orcid.org/0000-0002-0225-5010, Gosliga, J. et al. (2 more authors) (2020) Towards population-based structural health monitoring, part IV : heterogeneous populations, transfer and mapping. In: Mao, Z., (ed.) Model Validation and Uncertainty Quantification, Volume 3 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC : A Conference and Exposition on Structural Dynamics, 10-13 Feb 2020, Houston, TX USA. Conference Proceedings of the Society for Experimental Mechanics Series . Springer International Publishing , pp. 187-199. ISBN 9783030487782
Tsialiamanis, G.P., Wagg, D.J., Gardner, P.A. orcid.org/0000-0002-1882-9728 et al. (2 more authors) (2020) On partitioning of an SHM problem and parallels with transfer learning. In: Dilworth, B. and Mains, M., (eds.) Topics in Modal Analysis & Testing, Volume 8 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, 10-13 Feb 2020, Houston, TX, USA. Springer International Publishing , pp. 41-50. ISBN 9783030477165
Gosliga, J., Gardner, P.A., Bull, L.A. et al. (2 more authors) (2020) Towards population-based structural health monitoring, Part II : heterogeneous populations and structures as graphs. In: Dilworth, B.J. and Mains, M., (eds.) Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th International Modal Analysis Conference, 10-13 Feb 2020, Houston, TX, USA. Conference Proceedings of the Society for Experimental Mechanics Series, 8 . Springer , pp. 177-187. ISBN 9783030477165
Gosliga, J., Gardner, P.A., Bull, L.A. et al. (2 more authors) (2020) Towards population-based structural health monitoring, Part III: graphs, networks and communities. In: Dilworth, B.J. and Mains, M., (eds.) Topics in Modal Analysis & Testing. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th International Modal Analysis Conference, 10-13 Feb 2020, Houston, TX, USA. Conference Proceedings of the Society for Experimental Mechanics Series, 8 . Springer , pp. 255-267. ISBN 9783030477165
Lin, W., Worden, K., Maguire, A.E. et al. (1 more author) (2020) Towards population-based structural health monitoring, part VII: EOV fields – environmental mapping. In: Dilworth, B.J. and Mains, M., (eds.) Topics in Modal Analysis & Testing. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th International Modal Analysis Conference, 10-13 Feb 2020, Houston, TX, USA. Conference Proceedings of the Society for Experimental Mechanics Series, 8 . Springer , pp. 297-304. ISBN 9783030477165
Tsialiamanis, G.P., Wagg, D.J., Antoniadou, I. et al. (1 more author) (2020) An ontological approach to structural health monitoring. In: Dilworth, B. and Mains, M., (eds.) Topics in Modal Analysis & Testing, Volume 8 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, 10-13 Feb 2020, Houston, TX, USA. Springer International Publishing , pp. 51-59. ISBN 9783030477165
Tsialiamanis, G., Chatzi, E., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (2 more authors) (2020) An application of generative adversarial networks in structural health monitoring. In: Papadrakakis, M., Fragiadakis, M. and Papadimitriou, C., (eds.) EURODYN 2020: Proceedings of the XI International Conference on Structural Dynamics. EURODYN 2020: XI International Conference on Structural Dynamics, 23-26 Nov 2020, Athens, Greece. European Association for Structural Dynamics (EASD) , pp. 3816-3831. ISBN 9786188507227
Tsialiamanis, G., Wagg, D.J., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2020) A neat approach to structural health monitoring. In: Papadrakakis, M., Fragiadakis, M. and Papadimitriou, C., (eds.) EURODYN 2020: Proceedings of the XI International Conference on Structural Dynamics. EURODYN 2020: XI International Conference on Structural Dynamics, 23-26 Nov 2020, Athens, Greece. European Association for Structural Dynamics (EASD) , pp. 3832-3845. ISBN 9786188507227
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Hughes, A.J. orcid.org/0000-0002-9692-9070, Barthorpe, R.J. orcid.org/0000-0002-6645-8482, Farrar, C.R. et al. (1 more author) (2020) An augmented risk-based paradigm for structural health monitoring. In: Pakzad, S., (ed.) Dynamics of Civil Structures : Proceedings of the 38th IMAC. 38th IMAC, A Conference and Exposition on Structural Dynamics, 10-13 Feb 2020, Houston, Texas. Conference Proceedings of the Society for Experimental Mechanics Series, 2 . Springer International Publishing , pp. 201-212. ISBN 9783030476335
Hughes, A.J. orcid.org/0000-0002-9692-9070, Barthorpe, R.J. orcid.org/0000-0002-6645-8482, Gardner, P. orcid.org/0000-0002-1882-9728 et al. (4 more authors) (2020) On decision-making for adaptive models combining physics and data. In: Desmet, W., Moens, D., Pluymers, B. and Vandemaele, S., (eds.) Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics. ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics, 07-09 Sep 2020, Virtual Conference, Leuven, Belgium. Katholieke Universiteit Leuven Department of Mechanical Engineering , pp. 3623-3637. ISBN 9781713827054
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Hughes, A. orcid.org/0000-0002-9692-9070, Worden, K. orcid.org/0000-0002-1035-238X and Barthorpe, R. orcid.org/0000-0002-6645-8482 (2019) On an application of probabilistic risk assessment to structural health monitoring. In: Chang, F.-K. and Kopsaftopoulos, F., (eds.) Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT). 12th International Workshop on Structural Health Monitoring (IWSHM), 10-12 Sep 2019. DEStech Publications , pp. 2357-2366. ISBN 9781605956015
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