Items where authors include "Rogers, T.J."

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Number of items: 37.

Article

Haywood-Alexander, M. orcid.org/0000-0003-3384-2346, Mills, R.S., Champneys, M.D. et al. (4 more authors) (2024) Full-scale modal testing of a Hawk T1A aircraft for benchmarking vibration-based methods. Journal of Sound and Vibration, 576. 118295. ISSN 0022-460X

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

Mclean, J.H. orcid.org/0000-0003-0594-7634, Jones, M.R., O’Connell, B.J. et al. (2 more authors) (2023) Physically meaningful uncertainty quantification in probabilistic wind turbine power curve models as a damage-sensitive feature. Structural Health Monitoring, 22 (6). pp. 3623-3636. ISSN 1475-9217

Jones, M.R. orcid.org/0000-0001-7446-0833, Rogers, T.J. orcid.org/0000-0002-3433-3247 and Cross, E.J. orcid.org/0000-0001-5204-1910 (2023) Constraining Gaussian processes for physics-informed acoustic emission mapping. Mechanical Systems and Signal Processing, 188. 109984. ISSN 0888-3270

Gibson, S.J. orcid.org/0000-0003-1247-6471, Rogers, T.J. orcid.org/0000-0002-3433-3247 and Cross, E.J. (2023) Distributions of fatigue damage from data-driven strain prediction using Gaussian process regression. Structural Health Monitoring. ISSN 1475-9217

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

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

Wickramarachchi, C.T. orcid.org/0000-0003-2454-6668, Rogers, T.J. orcid.org/0000-0002-3433-3247, McLeay, T.E. et al. (2 more authors) (2022) Online damage detection of cutting tools using Dirichlet process mixture models. Mechanical Systems and Signal Processing, 180. 109434. ISSN 0888-3270

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)

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

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

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

Pitchforth, D.J., Rogers, T.J. orcid.org/0000-0002-3433-3247, Tygesen, U.T. et al. (1 more author) (2021) Grey-box models for wave loading prediction. Mechanical Systems and Signal Processing, 159. 107741. 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

Gardner, P. orcid.org/0000-0002-1882-9728, Rogers, T.J. orcid.org/0000-0002-3433-3247, Lord, C. orcid.org/0000-0002-2470-098X et al. (1 more author) (2021) Learning model discrepancy: A Gaussian process and sampling-based approach. Mechanical Systems and Signal Processing, 152. 107381. ISSN 0888-3270

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

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

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

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.

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.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

Gardner, P., Rogers, T.J., Lord, C. orcid.org/0000-0002-2470-098X et al. (1 more author) (2018) Sparse Gaussian Process Emulators for surrogate design modelling. Applied Mechanics and Materials, 885. pp. 18-31. ISSN 1660-9336

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

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

Book Section

Cross, E.J., Gibson, S.J., Jones, M.R. et al. (3 more authors) (2022) Physics-informed machine learning for 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. 347-367. ISBN 9783030817152

Proceedings Paper

O'Connell, B.J. orcid.org/0000-0001-6042-927X, Cross, E.J. and Rogers, T.J. orcid.org/0000-0002-3433-3247 (2022) Robust probabilistic canonical correlations for stochastic subspace identification. In: Ventura, C.E., Motamedi, M., Mendler, A. and Aenlle-López, M., (eds.) Proceedings of the 9th International Operational Modal Analysis Conference (IOMAC). 9th IOMAC International Operational Modal Analysis Conference, 03-06 Jul 2022, Vancouver, Canada. International Group of Operational Modal Analysis , pp. 124-132. ISBN 9788409443369

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

Cross, E.J. and Rogers, T.J. orcid.org/0000-0002-3433-3247 (2021) Physics-derived covariance functions for machine learning in structural dynamics ⁎. In: Pillonetto, G., (ed.) IFAC-PapersOnLine. 19th IFAC Symposium on System Identification SYSID 2021, 13-16 Jul 2021, Padova, Italy. Elsevier , pp. 168-173.

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

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

Haywood-Alexander, M., Rogers, T.J. orcid.org/0000-0002-3433-3247, Worden, K. orcid.org/0000-0002-1035-238X et al. (3 more authors) (2020) Modelling of guided waves in a composite plate through a combination of physical knowledge and regression analysis. In: Di Maio, D. and Baqersad, J., (eds.) Rotating Machinery, Optical Methods & Scanning LDV Methods: 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, Texas. Conference Proceedings of the Society for Experimental Mechanics Series, 6 . Springer International Publishing , pp. 109-114. ISBN 9783030477202

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

Rogers, T.J. orcid.org/0000-0002-3433-3247, Schön, T.B., Lindholm, A. et al. (2 more authors) (2019) Identification of a Duffing oscillator using particle Gibbs with ancestor sampling. In: Journal of Physics: Conference Series. Thirteenth International Conference on Recent Advances in Structural Dynamics (RASD), 15-17 Apr 2019, Valpre, Lyon, France. IOP Publishing .

Bull, L.A., Worden, K. orcid.org/0000-0002-1035-238X, Rogers, T.J. orcid.org/0000-0002-3433-3247 et al. (5 more authors) (2019) A probabilistic framework for online structural health monitoring : active learning from machining data streams. In: Journal of Physics: Conference Series. Thirteenth International Conference on Recent Advances in Structural Dynamics (RASD), 15-17 Apr 2019, Valpre, Lyon, France. IOP Publishing .

Preprint

O'Connell, B.J. orcid.org/0000-0001-6042-927X and Rogers, T.J. (2023) A robust probabilistic approach to stochastic subspace identification. [Preprint] (Submitted)

This list was generated on Sun Mar 24 15:35:43 2024 GMT.