Rogers, Timothy, Dr

Dr Timothy Rogers

MEng, PhD

School of Mechanical, Aerospace and Civil Engineering

Senior Lecturer in Mechanical Engineering

tim.rogers@sheffield.ac.uk
+44 114 222 7820

Sir Frederick Mappin Building

Full contact details

Dr Timothy Rogers
School of Mechanical, Aerospace and Civil Engineering
Sir Frederick Mappin Building
Mappin Street
91ֱ��
S1 3JD

Profile

Dr Timothy Rogers is a lecturer in the Dynamics Research Group (DRG), part of the Department of Mechanical Engineering at 91ֱ��.

He has completed both his MEng in Mechanical Engineering and his PhD at 91ֱ��, the title of which was "Towards Bayesian System Identifcation: With Application to SHM of Offshore Structures".

His work focusses on application of Machine Learning and Bayesian statistical methods to problems in structural dynamics in particular those within nonlinear system identification and Structural Health Monitoring (SHM).

Research interests

Current research interests include:

Machine learning for structural dynamics and Structural Health Monitoring
Bayesian statistical modelling of structural systems
Probabilistic nonlinear system identification
Joint input/state/parameter identification

Publications

Journal articles

Champneys M, Beintema GI, Tóth R, Schoukens M & Rogers TJ (2024) . IFAC-PapersOnLine, 58(15), 474-479.
Kashyap S, Rogers TJ & Nayek R (2024) . Mechanical Systems and Signal Processing, 216, 111474-111474.
Mclean JH, Dervilis N & Rogers TJ (2024) . Journal of Physics: Conference Series, 2647(19).
AlQahtani NA, Rogers TJ & Sims ND (2024) . Journal of Physics: Conference Series, 2647(3), 032002-032002.
Cross EJ, Rogers TJ, Pitchforth DJ, Gibson SJ, Zhang S & Jones MR (2024) . Data-Centric Engineering, 5.
O’Connell BJ & Rogers TJ (2024) . Journal of Sound and Vibration, 118381-118381.
Lindley CA, Jones MR, Rogers TJ, Cross EJ, Dwyer-Joyce RS, Dervilis N & Worden K (2024) . Mechanical Systems and Signal Processing, 208, 110958-110958.
Haywood-Alexander M, Mills RS, Champneys MD, Jones MR, Bonney MS, Wagg D & Rogers TJ (2024) . Journal of Sound and Vibration, 576.
Stihi A, Rogers TJ, Mazzá C & Cross EJ (2023) . IEEE Transactions on Biomedical Engineering, 1-13.
Jones MR, Rogers TJ & Cross EJ (2023) . Mechanical Systems and Signal Processing, 188, 109984-109984.
Tóth M, Brown A, Cross E, Rogers T & Sims ND (2023) . Procedia CIRP, 117, 347-352.
Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 181, 109510-109510.
Rogers TJ & Friis T (2022) . Mechanical Systems and Signal Processing, 180, 109426-109426.
Wickramarachchi CT, Rogers TJ, McLeay TE, Leahy W & Cross EJ (2022) . Mechanical Systems and Signal Processing, 180.
Bull LA, Dervilis N, Worden K, Cross EJ & Rogers TJ (2022) . 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) . Journal of Sound and Vibration, 117063.
Jones MR, Rogers TJ, Worden K & Cross EJ (2022) . Mechanical Systems and Signal Processing, 163, 108143-108143.
Bull LA, Gardner PA, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) . Mechanical Systems and Signal Processing, 108530-108530.
Pitchforth DJ, Rogers TJ, Tygesen UT & Cross EJ (2021) . Mechanical Systems and Signal Processing, 159, 107741.
Gardner P, Rogers TJ, Lord C & Barthorpe RJ (2021) . Mechanical Systems and Signal Processing, 152, 107381-107381.
Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) . ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 7(1), 03120003-03120003.
Bull LA, Gardner PA, Gosliga J, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) . Mechanical Systems and Signal Processing, 148.
Fuentes R, Nayek R, Gardner P, Dervilis N, Rogers T, Worden K & Cross E (2021) . Mechanical Systems and Signal Processing, 154.
Haywood-Alexander M, Dervilis N, Worden K, Cross EJ, Mills RS & Rogers TJ (2021) . Mechanical Systems and Signal Processing, 156.
Rogers TJ, Worden K & Cross EJ (2020) . Vibration, 3(3), 281-303.
Rogers TJ, Worden K & Cross E (2020) . Mechanical Systems and Signal Processing, 140.
Rogers T, Gardner P, Dervilis N, Worden K, Maguire AE, Papatheou E & Cross E (2020) . Renewable Energy, 148, 1124-1136.
Bull L, Rogers T, Wickramarachchi C, Cross E, Worden K & Dervilis N (2019) . Mechanical Systems and Signal Processing, 134.
Rogers TJ, Worden K, Fuentes R, Dervilis N, Tygesen UT & Cross E (2019) . Mechanical Systems and Signal Processing, 119, 100-119.
Gardner P, Rogers TJ, Lord C & Barthorpe RJ (2018) . Applied Mechanics and Materials, 885, 18-31.
Worden K, Barthorpe RJ, Cross E, Dervilis N, Holmes GR, Manson G & Rogers T (2018) . Mechanical Systems and Signal Processing, 112, 194-232.
Worden K, Becker WE, Rogers TJ & Cross EJ (2018) . Mechanical Systems and Signal Processing, 104, 188-223.
Shamas J, Rogers T, Krynkin A, Prisutova J, Gardner P, Horoshenkov KV, Shelley SR & Dickenson P () . Sensors, 24(15), 4883-4883.
Clarkson D, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ () . e-Journal of Nondestructive Testing, 29(7).
Mclean JH, Jones MR, O’Connell BJ, Maguire E & Rogers TJ () . Structural Health Monitoring, 147592172311553-147592172311553.
Gibson SJ, Rogers TJ & Cross EJ () . Structural Health Monitoring, 147592172211400-147592172211400.
Haywood-Alexander M, Dervilis N, Worden K, Mills RS, Ladpli P & Rogers TJ () . Sensors, 23(1), 185-185.
Fuentes R, Gardner P, Mineo C, Rogers TJ, Pierce SG, Worden K, Dervilis N & Cross EJ () . Mechanical Systems and Signal Processing, 145.
Worden K, Bull LA, Gardner P, Gosliga J, Rogers TJ, Cross EJ, Papatheou E, Lin W & Dervilis N () . Frontiers in Built Environment, 6.
Rogers TJ & Friis T () A Latent Restoring Force Approach to Nonlinear System Identification.

Chapters

O’Connell BJ & Rogers TJ (2024) , Lecture Notes in Civil Engineering (pp. 609-617). Springer Nature Switzerland
Amador SDR, Rogers TJ & Gaile L (2024) , Lecture Notes in Civil Engineering (pp. 652-662). 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 Driven Methods for Civil Structural Health Monitoring and Resilience (pp. 120-180). CRC Press
Poole J, Gardner P, Dervilis N, Mclean JH, Rogers TJ & Worden K (2023) , Data Science in Engineering, Volume 10 (pp. 73-81). Springer Nature Switzerland
Jones MR, Rogers TJ & Cross EJ (2023) , Lecture Notes in Civil Engineering (pp. 381-391). Springer International Publishing
Scott RE, Jones MR & Rogers TJ (2023) , Lecture Notes in Civil Engineering (pp. 462-471). Springer International Publishing
Rogers TJ, Mclean J, Cross EJ & Worden K (2023) , Computational Methods in Engineering & the Sciences (pp. 121-147). Springer International Publishing
Worden K, Tsialiamanis G, Cross EJ & Rogers TJ (2023) , Computational Methods in Engineering & the Sciences (pp. 85-119). Springer International Publishing
Tygesen UT, Cross EJ, Gardner P, Worden K, Qadri BA & Rogers TJ (2022) , 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) , Handbook of Experimental Structural Dynamics (pp. 989-1061). Springer New York
Cross EJ, Gibson SJ, Jones MR, Pitchforth DJ, Zhang S & Rogers TJ (2022) , Structural Integrity (pp. 347-367). Springer International Publishing
Bull LA, Hughes AJ, Rogers TJ, Gardner P, Worden K & Dervilis N (2022) , Structural Integrity (pp. 389-411). Springer International Publishing
Fuentes R, Cross EJ, Gardner PA, Bull LA, Rogers TJ, Barthorpe RJ, Shi H, Dervilis N, Farrar CR & Worden K (2022) , Handbook of Experimental Structural Dynamics (pp. 1-72). Springer New York
Jones MR, Rogers TJ, Worden K & Cross EJ (2021) , Data Science in Engineering, Volume 9 (pp. 185-197).
Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) , Lecture Notes in Civil Engineering (pp. 415-426). Springer International Publishing
Zhang S, Rogers TJ & Cross EJ (2021) , Lecture Notes in Civil Engineering (pp. 55-66). Springer International Publishing
Wickramarachchi CT, Rogers TJ, Leahy W & Cross EJ (2021) , Topics in Modal Analysis & Testing, Volume 8 (pp. 283-286). Springer International Publishing
Rogers TJ, Worden K & Cross EJ (2020) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 247-253). Springer International Publishing
Bull LA, Gardner PA, Gosliga J, Dervilis N, Papatheou E, Maguire AE, Campos C, Rogers TJ, Cross EJ & Worden K (2020) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 287-302). Springer International Publishing
Devendra T, Dervilis N, Worden K, Tsialiamanis G, Cross EJ & Rogers TJ (2020) , 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) , Handbook of Experimental Structural Dynamics (pp. 1-72). Springer New York
Bull LA, Worden K, Rogers TJ, Cross EJ & Dervilis N (2020) , Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 (pp. 77-81). Springer International Publishing
Tygesen UT, Worden K, Rogers T, Manson G & Cross EJ (2019) , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 223-233). Springer International Publishing

Conference proceedings papers

Kouw WM, Gruijthuijsen C, Blanken L, Evers E & Rogers T (2024) . 2024 IEEE Conference on Control Technology and Applications (CCTA) (pp 382-387), 21 August 2024 - 23 August 2024.
HAO Z, Rogers T & Li F (2024) . International Conference on Optoelectronic Information and Functional Materials (OIFM 2024), 19 April 2024 - 21 April 2024.
Brennan DS, Rogers TJ, Cross EJ & Worden K (2024) (pp 151-158)
Champneys MD, Rogers TJ, Dervilis N & Worden K (2024) (pp 81-91)
CLARKSON DR, BULL LA, DARDENO TA, WICKRAMARACHCHI CT, CROSS EJ, ROGERS TJ, WORDEN K, DERVILIS N & HUGHES AJ (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
BRASSINGTON A, ALEXANDER MH, DERVILIS N, WORDEN K & ROGERS TJ (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
Champneys MD & Rogers TJ (2023) APPROXIMATE BAYESIAN MODAL ANALYSIS WITH PARTICLE-SWARM PROPOSALS. UNCECOMP Proceedings
Jones MR & Rogers TJ (2023) CORRELATED GAUSSIAN PROCESS LATENT FORCE MODELS FOR RECOVERING MULTIPLE FORCES. UNCECOMP Proceedings
O’Connell BJ, Champneys MD, Cross EJ & Rogers TJ (2023) A NOVEL VARIATIONAL BAYESIAN APPROACH TO STOCHASTIC SUBSPACE IDENTIFICATION. UNCECOMP Proceedings
Pitchforth DJ, Mills RS, Rogers TJ, Tygesen UT & Cross EJ (2023) Physics-Informed Gaussian Processes for Wave Loading Prediction. Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 2205-2214)
Jones MR & Rogers TJ (2023) . Proceedings of the 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019) (pp 1-10), 12 June 2023 - 14 June 2023.
Champneys MD & Rogers TJ (2023) . Proceedings of the 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019) (pp 621-632), 12 June 2023 - 14 June 2023.
Gibson SJ, Rogers TJ & Cross EJ (2023) (pp 472-481)
Haywood-Alexander M, Dervilis N, Worden K & Rogers TJ (2023) (pp 139-149)
LINDLEY CA, ROGERS T, DWYER-JOYCE R, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring
Pitchforth DJ, Rogers TJ, Tygesen UT & Cross EJ (2022) Incorporation of partial physical knowledge within Gaussian processes. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 4865-4877)
AlQahtani NA, Rogers TJ & Sims ND (2022) Feedback control of flexible systems using Bayesian filtering. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 4999-5010)
Longbottom JD, Cross EJ & Rogers TJ (2022) OUTPUT-ONLY BAYESIAN SEMI-PARAMETRIC IDENTIFICATION OF A NONLINEAR DYNAMIC SYSTEM. 9th IOMAC International Operational Modal Analysis Conference, Proceedings (pp 156-164)
O'Connell BJ, Cross EJ & Rogers TJ (2022) ROBUST PROBABILISTIC CANONICAL CORRELATIONS FOR STOCHASTIC SUBSPACE IDENTIFICATION. 9th IOMAC International Operational Modal Analysis Conference, Proceedings (pp 124-132)
Longbottom JD, Champneys MD, Cross EJ, Tygesen UT & Rogers TJ (2022) Probabilistic numerical integration and sequential Monte Carlo for online identification of nonlinear dynamic systems. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 4973-4984)
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)
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)
O'Connell BJ, Cross EJ, Tygesen UT & Rogers TJ (2022) Bayesian canonical correlations for stochastic subspace identification. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 4904-4913)
Jones MR, Rogers TJ & Cross EJ (2022) Constraining Gaussian processes for the inclusion of boundary conditions in physics-informed structural health monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2022-August (pp 445-451)
Pitchforth DJ, Rogers TJ, Tygesen UT & Cross EJ (2022) Physically-informed kernels for wave loading prediction. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2022-August (pp 452-457)
Cross EJ & Rogers TJ (2021) . IFAC-PapersOnLine, Vol. 54(7) (pp 168-173). Padova, Italy, 13 July 2021 - 16 July 2021.
Haywood-Alexander M, Dervilis N, Worden K, Dobie GB & Rogers TJ (2021) . Health Monitoring of Structural and Biological Systems XV, 22 March 2021 - 27 March 2021.
Jones MR, Rogers TJ, Martinez I & Cross EJ (2021) . Health Monitoring of Structural and Biological Systems XV, 22 March 2021 - 27 March 2021.
Cross EJ & Rogers TJ (2021) . IFAC PAPERSONLINE, Vol. 54(7) (pp 168-173)
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
Haywood-Alexander M, Rogers TJ, Worden K, Barthorpe RJ, Cross EJ & Dervilis N (2020) (pp 109-114)
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)
Gibson S, Rogers TJ & Cross EJ (2020) Data-driven strain prediction models and fatigue damage accumulation. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3667-3675)
Jones MR, Rogers TJ, Gardner P & Cross EJ (2020) Constraining Gaussian processes for grey-box acoustic emission source localisation. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 2789-2800)
Friis T, Brincker R & Rogers TJ (2020) On the application of Gaussian process latent force models for Bayesian identification of the Duffing system. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 2141-2153)
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)
Pitchforth DJ, Rogers TJ, Tygesen UT & Cross EJ (2020) A grey-box model for wave loading prediction with uncertainty propagation. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3611-3622)
Rogers TJ, Schön TB, Lindholm A, Worden K & Cross EJ (2019) . Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 17 April 2019.
Bull LA, Worden K, Rogers TJ, Wickramarachchi C, Cross EJ, McLeay T, Leahy W & Dervilis N (2019) . Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 17 April 2019.
Gardner P, Rogers T, Lord C & Barthorpe R (2019) . Journal of Physics : Conference Series, Vol. 1264(1), 15 April 2019 - 17 April 2019.
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)
Scott D, Simpson T, Dervilis N, Rogers T & Worden K (2018) . Journal of Physics: Conference Series, Vol. 1106(1), 2 July 2018 - 4 July 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
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)
Rogers TJ, Holmes GR, Cross EJ & Worden K (2017) (pp 167-178)
Worden K, Rogers T & Cross EJ (2017) (pp 203-221)
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)
Rogers T, Manson G & Worden K (2016) (pp 509-520)
Windus-Smith TR, Worden K & Rogers TJ () . e-Journal of Nondestructive Testing, Vol. 29(7)
ROGERS TJ, WORDEN K, MILLS RS & CROSS EJ () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
WICKRAMARACHCHI CT, ROGERS TJ, LEAHY W, MCLEAY TE & CROSS EJ () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
JONES MR, ROGERS TJ, DERVILIS N, WORDEN K & CROSS EJ () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
CROSS EJ, ROGERS TJ & GIBBONS TJ () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
HAYWOOD-ALEXANDER M, WORDEN K, BARTHORPE R, FUENTES R, ROGERS T & DERVILIS N () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
FUENTES R, RAY N, ROGERS TIM, WORDEN K & CROSS EJ () . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
Bull L, Rogers T, Dervilis N, Cross E & Worden K () A Gaussian Process Form for Population-Based Structural Health Monitoring. DAMAS 2019

Preprints

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, arXiv.
O'Connell BJ, Champneys MD & Rogers TJ (2024) , arXiv.
Champneys MD & Rogers TJ (2024) BINDy -- Bayesian identification of nonlinear dynamics with reversible-jump Markov-chain Monte-Carlo.
Wilson J, Champneys MD, Tipuric M, Mills R, Wagg DJ & Rogers TJ (2024) , arXiv.
Champneys MD, Beintema GI, Tóth R, Schoukens M & Rogers TJ (2024) , arXiv.
Longbottom JD, Champneys MD & Rogers TJ (2024) , arXiv.
Clarkson DR, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2023) , arXiv.
Haywood-Alexander M, Mills RS, Champneys MD, Jones MR, Bonney MS, Wagg D & Rogers TJ (2023) , arXiv.
Cross EJ, Rogers TJ, Pitchforth DJ, Gibson SJ & Jones MR (2023) , arXiv.
Champneys MD & Rogers TJ (2023) , arXiv.
Lindley CA, Jones MR, Rogers TJ, Cross EJ, Dwyer-Joyce RS, Dervilis N & Worden K (2023) , arXiv.
Haywood-Alexander M, Dervilis N, Worden K, Mills RS, Ladpli P & Rogers TJ (2022) , arXiv.
Cross EJ, Gibson SJ, Jones MR, Pitchforth DJ, Zhang S & Rogers TJ (2022) Physics-informed machine learning for Structural Health Monitoring, arXiv.
Jones MR, Rogers TJ & Cross EJ (2022) , arXiv.
Haywood-Alexander M, Dervilis N, Worden K, Dobie G & Rogers TJ (2022) Informative Bayesian Tools for Damage Localisation by Decomposition of Lamb Wave Signals, arXiv.
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.
Pitchforth DJ, Rogers TJ, Tygesen UT & Cross EJ (2021) Grey-box models for wave loading prediction, 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.
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.
Haywood-Alexander M, Dervilis N, Worden K, Mills RS & Rogers TJ () .