Items where authors include "Simpson, T."

Article

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

Faust, S.N., Haynes, R., Jones, C.E. et al. (7370 more authors) (2024) Immunomodulatory therapy in children with paediatric inflammatory multisystem syndrome temporally associated with SARS-CoV-2 (PIMS-TS, MIS-C; RECOVERY): a randomised, controlled, open-label, platform trial. The Lancet Child & Adolescent Health, 8 (3). pp. 190-200. ISSN 2352-4642

Abani, O., Abbas, A., Abbas, F. et al. (7989 more authors) (2023) Empagliflozin in patients admitted to hospital with COVID-19 (RECOVERY): a randomised, controlled, open-label, platform trial. The Lancet Diabetes & Endocrinology. ISSN 2213-8587

Abani, O., Abbas, A., Abbas, F. et al. (8104 more authors) (2023) Higher dose corticosteroids in patients admitted to hospital with COVID-19 who are hypoxic but not requiring ventilatory support (RECOVERY): a randomised, controlled, open-label, platform trial. The Lancet. ISSN 0140-6736

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

Brown, M., Saund, J., Qureshi, A. et al. (14 more authors) (2022) Demographics and outcomes of initial phase of COVID-19 medicines delivery units across 4 UK centers during peak B1.1.529 Omicron epidemic: a service evaluation. Open Forum Infectious Diseases, 9 (10). ofac527. ISSN 2328-8957

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

Proceedings Paper

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

Taylor, C.M., Simpson, T. and Crawforth, P. (2020) Resource consumption and process performance in minimum quantity lubricated milling of tool steel. In: Seliger, G., Ganiyusufoğlu, O.S., Zhang, W. and Kohl, H., (eds.) Procedia Manufacturing. 17th Global Conference on Sustainable Manufacturing, 09-11 Oct 2019, Shanghai, China. Elsevier , pp. 463-470.

Scott, D., Simpson, T., Dervilis, N. et al. (2 more authors) (2018) Machine learning for energy load forecasting. In: Journal of Physics: Conference Series. Modern Practice in Stress and Vibration Analysis (MPSVA) 2018, 02-04 Jul 2018, Cambridge, United Kingdom. IOP Publishing .