Dr Timothy Rogers

MEng, PhD

School of Mechanical, Aerospace and Civil Engineering

Senior Lecturer in Mechanical Engineering

Tim Rogers
Profile picture of Tim Rogers
tim.rogers@sheffield.ac.uk
+44 114 222 7820

Full contact details

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

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

He has completed both his MEng in Mechanical Engineering and his PhD at Sheffield, 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

  • Worden K, Rogers T & Preston O (2025) . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 383(2305).
  • Stihi A, Mazzà C, Cross E & Rogers TJ (2025) . Data-Centric Engineering, 6.
  • Champneys MD & Rogers TJ (2025) . Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 481(2319).
  • O’Connell BJ, Champneys MD & Rogers TJ (2025) . Mechanical Systems and Signal Processing, 236.
  • Brennan DS, Rogers TJ, Cross EJ & Worden K (2025) . Data-Centric Engineering, 6.
  • Clarkson DR, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2025) . Data-Centric Engineering, 6.
  • Wilson J, Champneys MD, Tipuric M, Mills R, Wagg DJ & Rogers TJ (2024) . Structural Health Monitoring.
  • AlQahtani NA, Rogers TJ & Sims ND (2024) . Journal of Physics: Conference Series, 2909(1).
  • Shamas J, Rogers T, Krynkin A, Prisutova J, Gardner P, Horoshenkov KV, Shelley SR & Dickenson P (2024) . Sensors, 24(15).
  • Kashyap S, Rogers TJ & Nayek R (2024) . Mechanical Systems and Signal Processing, 216, 111474-111474.
  • Champneys M, Beintema GI, Tóth R, Schoukens M & Rogers TJ (2024) . IFAC-PapersOnLine, 58(15), 474-479.
  • AlQahtani NA, Rogers TJ & Sims ND (2024) . Journal of Physics: Conference Series, 2647(3).
  • Mclean JH, Dervilis N & Rogers TJ (2024) . Journal of Physics: Conference Series, 2647(19).
  • Cross EJ, Rogers TJ, Pitchforth DJ, Gibson SJ, Zhang S & Jones MR (2024) . Data-Centric Engineering, 5(11).
  • O’Connell BJ & Rogers TJ (2024) . Journal of Sound and Vibration, 581.
  • Lindley CA, Jones MR, Rogers TJ, Cross EJ, Dwyer-Joyce RS, Dervilis N & Worden K (2024) . Mechanical Systems and Signal Processing, 208.
  • 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, Mazzà C & Cross EJ (2024) . IEEE Transactions on Biomedical Engineering, 71(3), 720-731.
  • Mclean JH, Jones MR, O’Connell BJ, Maguire E & Rogers TJ (2023) . Structural Health Monitoring, 22(6), 3623-3636.
  • Gibson SJ, Rogers TJ & Cross EJ (2023) . Structural Health Monitoring.
  • Tóth M, Brown A, Cross E, Rogers T & Sims ND (2023) . Procedia CIRP, 117, 347-352.
  • Jones MR, Rogers TJ & Cross EJ (2023) . Mechanical Systems and Signal Processing, 188.
  • Haywood-Alexander M, Dervilis N, Worden K, Mills RS, Ladpli P & Rogers TJ (2022) . Sensors, 23(1).
  • Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 181.
  • Wickramarachchi CT, Rogers TJ, McLeay TE, Leahy W & Cross EJ (2022) . Mechanical Systems and Signal Processing, 180.
  • Rogers TJ & Friis T (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, 535.
  • Jones MR, Rogers TJ, Worden K & Cross EJ (2022) . Mechanical Systems and Signal Processing, 163.
  • Bull LA, Gardner PA, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2022) . Mechanical Systems and Signal Processing, 169.
  • Pitchforth DJ, Rogers TJ, Tygesen UT & Cross EJ (2021) . Mechanical Systems and Signal Processing, 159.
  • Rogers TJ & Friis T (2021) .
  • Haywood-Alexander M, Dervilis N, Worden K, Cross EJ, Mills RS & Rogers TJ (2021) . Mechanical Systems and Signal Processing, 156.
  • Gardner P, Rogers TJ, Lord C & Barthorpe RJ (2021) . Mechanical Systems and Signal Processing, 152.
  • 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).
  • 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.
  • Fuentes R, Gardner P, Mineo C, Rogers TJ, Pierce SG, Worden K, Dervilis N & Cross EJ (2020) . Mechanical Systems and Signal Processing, 145.
  • Worden K, Bull LA, Gardner P, Gosliga J, Rogers TJ, Cross EJ, Papatheou E, Lin W & Dervilis N (2020) . Frontiers in Built Environment, 6.
  • Rogers TJ, Worden K & Cross EJ (2020) . Vibration, 3(3), 281-303.
  • Rogers TJ, Worden K & Cross EJ (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 LA, Rogers TJ, Wickramarachchi C, Cross EJ, Worden K & Dervilis N (2019) . Mechanical Systems and Signal Processing, 134.
  • 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.
  • 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).
  • Rogers TJ, Worden K, Fuentes R, Dervilis N, Tygesen UT & Cross E () . Mechanical Systems and Signal Processing, 119, 100-119.

Book chapters

  • Jones MR, Rogers TJ, Worden K & Cross EJ (2025) , Data Science in Engineering, Volume 9 (pp. 185-197). River Publishers
  • Bull LA, Worden K, Rogers TJ, Cross EJ & Dervilis N (2025) , Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 (pp. 77-81). River Publishers
  • Tygesen UT, Worden K, Rogers T, Manson G & Cross EJ (2025) , Dynamics of Civil Structures, Volume 2 (pp. 223-233). River Publishers
  • Poole J, Gardner P, Dervilis N, Mclean JH, Rogers TJ & Worden K (2025) , Data Science in Engineering, Volume 10 (pp. 73-82). River Publishers
  • Rogers TJ, Worden K & Cross EJ (2025) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 247-253). River Publishers
  • Devendra T, Dervilis N, Worden K, Tsialiamanis G, Cross EJ & Rogers TJ (2025) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 237-246). River Publishers
  • Wickramarachchi CT, Rogers TJ, Leahy W & Cross EJ (2025) , Topics in Modal Analysis & Testing, Volume 8 (pp. 283-286). River Publishers
  • Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2025) , Nonlinear Structures & Systems, Volume 1 (pp. 135-147). River Publishers
  • O’Connell BJ & Rogers TJ (2024) In Rainieri C, Gentile C & Aenlle López M (Ed.), Proceedings of the 10th International Operational Modal Analysis Conference (IOMAC 2024): Volume 1 (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
  • 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
  • Cross EJ, Gibson SJ, Jones MR, Pitchforth DJ, Zhang S & Rogers TJ (2022) In Cury A, Ribeiro D, Ubertini F & Todd MD (Ed.), Structural Health Monitoring Based on Data Science Techniques (pp. 347-367). Springer Cham
  • 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
  • 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
  • Zhang S, Rogers TJ & Cross EJ (2021) , Lecture Notes in Civil Engineering (pp. 55-66). Springer International Publishing
  • Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) , Lecture Notes in Civil Engineering (pp. 415-426). 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

Conference proceedings

  • Champneys MD, Rogers TJ, Cross EJ & Worden K (2025) A Gibbs sampler for removing environmental effects in structural health monitoring features. Proceedings of the 11th International Operational Modal Analysis Conference Iomac 2025 (pp 288-295)
  • O'Connell BJ & Rogers TJ (2025) Exploring Physically Meaningful Prior Distributions for OMA. Proceedings of the 11th International Operational Modal Analysis Conference Iomac 2025 (pp 304-311)
  • Brennan DS, Rogers TJ, Cross EJ & Worden K (2025) (pp 151-158)
  • Champneys MD, Rogers TJ, Dervilis N & Worden K (2025) (pp 81-92)
  • Worden K, Rogers T & Cross EJ (2025) (pp 203-219)
  • Rogers TJ, Holmes GR, Cross EJ & Worden K (2025) (pp 167-178)
  • Rogers T, Manson G & Worden K (2025) (pp 509-520)
  • 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) (pp 16-16), 19 April 2024 - 21 April 2024.
  • Hughes AJ, Worden K, Dervilis N & Rogers TJ (2024) Cost-informed dimensionality reduction for structural digital twin technologies. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 4529-4542)
  • Champneys MD & Rogers TJ (2024) An efficient reversible-jump MCMC scheme for model term selection in dynamic systems. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 4422-4431)
  • Preston OHL, Rogers TJ & Worden K (2024) Using higher-order frequency response functions from NARX models to support activation function choices. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 2294-2307)
  • Ogbodo CO, Rogers TJ, Dal Borgo M & Wagg DJ (2024) Mode indicator guided sequential modal analysis. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 1012-1022)
  • AlQahtani NA, Rogers TJ & Sims ND (2024) GP-NARX for active control of nonlinear flexible structures. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 2239-2249)
  • 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
  • PITCHFORTH DJ, MILLS RS, ROGERS TJ, TYGESEN UT & CROSS EJ (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
  • O'Connell BJ, Champneys MD, Cross EJ & Rogers TJ (2023) . Eccomas Proceedia, Vol. 19796 (pp 82-93). Athens, Greece, 12 June 2023 - 12 June 2023.
  • 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
  • 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)
  • Pitchforth DJ, Rogers TJ, Tygesen UT & Cross EJ (2022) Physically-informed kernels for wave loading prediction. 11th International Conference on Structural Health Monitoring of Intelligent Infrastructure, Vol. 2022 (pp 452-457). Montreal, Canada, 8 August 2022 - 8 August 2022.
  • O'Connell BJ, Cross EJ & Rogers TJ (2022) Robust probabilistic canonical correlations for stochastic subspace identification. Proceedings of the 9th International Operational Modal Analysis Conference (IOMAC) (pp 124-132). Vancouver, Canada, 3 July 2022 - 3 July 2022.
  • Haywood-Alexander M, Dervilis N, Worden K & Rogers TJ (2022) . European Workshop on Structural Health Monitoring: EWSHM 2022, Vol. 3 (pp 139-149). Palermo, Italy, 4 July 2022 - 4 July 2022.
  • 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)
  • 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)
  • Lindley CA, Rogers T, Dwyer-Joyce R, Dervilis N & Worden K (2021) On the application of variational auto encoders (VAE) for damage detection in rolling element bearings. Structural Health Monitoring 2021 : Proceedings of the Thirteenth International Workshop, August 31-September 2, 2021, Stanford University (pp 388-397). Lancaster, PA, USA, 15 March 2022 - 15 March 2022.
  • 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) . Proceedings of SPIE: Health Monitoring of Structural and Biological Systems XV, Vol. 11593. Online, 22 March 2021 - 22 March 2021.
  • Jones MR, Rogers TJ, Martinez I & Cross EJ (2021) . Health Monitoring of Structural and Biological Systems XV (pp 78-78), 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
  • 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 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020 (pp 287-302). Houston, TX USA, 10 February 2020 - 10 February 2020.
  • Haywood-Alexander M, Rogers TJ, Worden K, Barthorpe RJ, Cross EJ & Dervilis N (2020) . Rotating Machinery, Optical Methods & Scanning LDV Methods: Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 6 (pp 109-114). Houston, Texas, 10 February 2020 - 10 February 2020.
  • 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). Virtual Conference, Leuven, Belgium, 7 September 2020 - 7 September 2020.
  • 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)
  • 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 - 15 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 - 15 April 2019.
  • Gardner P, Rogers T, Lord C & Barthorpe R (2019) . Journal of Physics: Conference Series, Vol. 1264(1). Valpre, France, 15 April 2019 - 15 April 2019.
  • Bull L, Rogers T, Dervilis N, Cross E & Worden K (2019) A Gaussian process form for population-based structural health monitoring. Proceedings of the 13th International Conference on Damage Assessment of Structures. Porto, Portugal, 9 July 2019 - 9 July 2019.
  • Dervilis N, Zhang T, Bull L, Cross E, Rogers T, Fuentes R, Dertimanis V, Abdallah I, Chatzi E & Worden K (2019) A nonlinear robust outlier detection approach for SHM. Proceedings of 8th International Operational Modal Analysis Conference (IOMAC 2019) (pp 107-114). Copenhagen, Denmark, 13 May 2019 - 13 May 2019.
  • Scott D, Simpson T, Dervilis N, Rogers T & Worden K (2018) . Journal of Physics: Conference Series, Vol. 1106(1). Cambridge, United Kingdom, 2 July 2018 - 2 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)
  • 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.
  • ROGERS TJ, MANSON G, WORDEN K & CROSS EJ () . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.

Preprints

  • Champneys MD, Parnell AJ, Gutfreund P, Skoda MWA, Fairclough PA, Rogers TJ & Burg SL (2025) Neutron Reflectometry by Gradient Descent.
  • Champneys MD & Rogers TJ (2025) , arXiv.
  • Hughes AJ, Worden K, Dervilis N & Rogers TJ (2024) , arXiv.
  • Clarkson DR, Bull LA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2024) , arXiv.
  • O'Connell BJ, Champneys MD & Rogers TJ (2024) , arXiv.
  • Kouw WM, Gruijthuijsen C, Blanken L, Evers E & Rogers T (2024) , arXiv.
  • 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.
  • Mclean JH, Jones MR, O'Connell BJ, Maguire AE & Rogers TJ (2022) , arXiv.
  • Cross EJ, Gibson SJ, Jones MR, Pitchforth DJ, Zhang S & Rogers TJ (2022) , arXiv.
  • Jones MR, Rogers TJ & Cross EJ (2022) , arXiv.
  • Haywood-Alexander M, Dervilis N, Worden K, Dobie G & Rogers TJ (2022) , arXiv.
  • Bull LA, Gardner PA, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) , arXiv.
  • Pitchforth DJ, Rogers TJ, Tygesen UT & Cross EJ (2021) , arXiv.
  • Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) , arXiv.
  • Haywood-Alexander M, Dervilis N, Worden K, Cross EJ, Mills RS & Rogers TJ (2021) , arXiv.
  • Haywood-Alexander M, Dervilis N, Worden K, Mills RS & Rogers TJ () .