Dr Timothy Rogers

MEng, PhD

Department of Mechanical Engineering

Lecturer in Mechanical Engineering

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

Full contact details

Dr Timothy Rogers
Department of Mechanical 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

    Chapters

    Conference proceedings papers