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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.
• 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.
• Lindley CA, Jones MR, Rogers TJ, Cross EJ, Dwyer-Joyce RS, Dervilis N & Worden K (2023) , arXiv.
• Mclean JH, Jones MR, O'Connell BJ, Maguire AE & Rogers TJ (2022) , 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 () .