Items where authors include "Dervilis, N."
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Simpson, T., Vlachas, K., Garland, A. et al. (2 more authors) (2024) VpROM: a novel variational autoencoder-boosted reduced order model for the treatment of parametric dependencies in nonlinear systems. Scientific Reports, 14 (1). 6091. ISSN 2045-2322
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
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
Fremmelev, M.A. orcid.org/0000-0003-4729-6569, Ladpli, P., Orlowitz, E. et al. (3 more authors) (2023) Feasibility study on a full‐scale wind turbine blade monitoring campaign: Comparing performance and robustness of features extracted from medium‐frequency active vibrations. Wind Energy. ISSN 1095-4244
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
Fremmelev, M.A. orcid.org/0000-0003-4729-6569, Ladpli, P., Orlowitz, E. et al. (3 more authors) (2023) A full-scale wind turbine blade monitoring campaign: detection of damage initiation and progression using medium-frequency active vibrations. Structural Health Monitoring. ISSN 1475-9217
Simpson, T., Dervilis, N. orcid.org/0000-0002-5712-7323, Couturier, P. et al. (2 more authors) (2023) Reduced order modeling of non-linear monopile dynamics via an AE-LSTM scheme. Frontiers in Energy Research, 11. 1128201. ISSN 2296-598X
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
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)
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
Dolcetti, G., Hortobágyi, B., Perks, M. et al. (2 more authors) (2022) Using noncontact measurement of water surface dynamics to estimate river discharge. Water Resources Research, 58 (9). ISSN 0043-1397
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
Eckels, J.D., Jacobson, E.M., Cummings, I.T. et al. (5 more authors) (2022) Predicting local material thickness from steady-state ultrasonic wavefield measurements using a convolutional neural network. Ultrasonics, 123. 106661. ISSN 0041-624X
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
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)
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
Simpson, T., Dervilis, N. orcid.org/0000-0002-5712-7323 and Chatzi, E. (2021) Machine learning approach to model order reduction of nonlinear systems via autoencoder and LSTM networks. Journal of Engineering Mechanics, 147 (10). 04021061. ISSN 0733-9399
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
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
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.
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
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
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
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, 437. pp. 373-388. ISSN 0022-460X
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
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
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
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.
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
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
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
Antoniadou, I., Dervilis, N., Papatheou, E. et al. (2 more authors) (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). ISSN 1364-503X
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
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
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
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) .
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
Simpson, T., Dervilis, N. orcid.org/0000-0002-5712-7323 and Chatzi, E. (2020) On the use of nonlinear normal modes for nonlinear reduced order modelling. In: Papadrakakis, M., Fragiadakis, M. and Papadimitriou, C., (eds.) EURODYN 2020 - XI International Conference on Structural Dynamics, Proceedings. EURODYN 2020 - XI International Conference on Structural Dynamics, 23-26 Nov 2020, Athens, Greece. EASD - European Association for Structural Dynamics , pp. 3865-3877. ISBN 9786188507227
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
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