Dr Timothy Rogers
MEng, PhD
School of Mechanical, Aerospace and Civil Engineering
Senior Lecturer in Mechanical Engineering
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tim.rogers@sheffield.ac.uk
+44 114 222 7820
+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
ºù«Ӱҵ
S1 3JD
School of Mechanical, Aerospace and Civil Engineering
Sir Frederick Mappin Building
Mappin Street
ºù«Ӱҵ
S1 3JD
- Profile
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Dr Timothy Rogers is a lecturer in the Dynamics Research Group (DRG), part of the Department of Mechanical Engineering at ºù«Ӱҵ.
He has completed both his MEng in Mechanical Engineering and his PhD at ºù«Ӱҵ, 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
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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
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Journal articles
Chapters
Conference proceedings papers
Preprints