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Matthew Jones

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


About Me

Hi there! My name is Matt and I am a Research Fellow 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 predictive modelling for aerospace, bridge and rail monitoring applications.

Research Interests

News

Select Publications

  1. Elizabeth Cross, Timothy Rogers, Daniel Pitchforth, Samuel Gibson, Sikai Zhang, Matthew Jones
    Data Centric Engineering (DCE).

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

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

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

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



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