I am interested in applied analysis, in particular inverse problems, variational methods, mathematical imaging, and mathematics of machine learning. More information can be found on my web page.

Workshop announcement
I am organising a workshop on Machine Learning in Infinite Dimensions to be held at the University of Bath from 5 to 9 August 2024 (together with Tatiana Bubba, Bamdad Hosseini and Matthew Thorpe). This workshop aims to bring together researchers that work on different aspects of infinite-dimensionality in machine learning. Topics include, but are not restricted to, Gaussian process regression, operator learning, function spaces of neural networks, and measure transport. The workshop is kindly sponsored by the International Centre for Mathematical Sciences, the London Mathematical Society, and the EPSRC Programme Grant Maths4DL.

I am always looking for motivated PhD students. I can offer topics in mathematics of machine learning (analysis of neural networks, operator learning, neural networks for PDEs), inverse problems (regularisation, machine learning methods) and imaging.