Applied Mathematician specialising in Machine Learning and Numerical AnalysisDepartment of Mathematics
King's College London
oliver.sutton [at] kcl.ac.uk
I am an applied mathematician with a particular interest in Machine Learning, Numerical Analysis and Computational Mathematics in general. My research focusses on:
- Understanding the role and potential of Machine Learning techniques in modern applied mathematics.
- Investigating the stability of Machine Learning methods, such as their susceptibility to adversarial or stealth attacks.
- Developing and analysing numerical algorithms for simulating phenomena observed in Biology and Physics described by systems of partial differential equations.
- Exploring the potential of flexible new numerical algorithms based on meshes containing general polygonal or polyhedral elements or exotic discrete function spaces. Amongst these are adaptive techniques, which automatically modify their fundamental components in response to local indicators of the quality of the simulation.