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Matthew Jones

Research Associate
University of Sheffield
matthew.r.jones@sheffield.ac.uk


About Me

Hi there! My name is Matt and I am a research associate in the Dynamics Research Group, University of Sheffield. I am broadly interested in the fusion of data and physics, to build interpretable, explainable and physics-informed machine learning models for understanding and predicting how engineering infrastructure behaves. I largely deploy these models in areas such as digital twins, predictive maintenance (structural health monotirng) and system identification.

Research Interests

News

Select Publications

  1. Matthew Jones, Timothy Rogers, Elizabeth Cross
    Mechanical Systems and Signal Processing (MSSP).

  2. Chris Lindley, Matthew Jones, Timothy Rogers, Elizabeth Cross, Rob Dwyer-Joyce, Nikoloas Dervilis, Keith Worden
    Mechanical Systems and Signal Processing (MSSP).

  3. Matthew Jones, Timothy Rogers, Keith Worden, Elizabeth Cross
    Mechanical Systems and Signal Processing (MSSP).

  4. Jacques Mclean, Matthew Jones, Brandon O'Connell, Eoghan Maguire, Timothy Rogers
    Structural Health Monitoring (SHM).



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