About me

I am a Ph.D. student in the Department of Mathematics at Swansea University. 

My research sits at the intersection of topology, data science and theoretical particle physics. I use high-performance computing and topological data analysis to analyse confinement in quantum field theory.

In particular, I am focussed on developing and applying state-of-the-art scalable topological feature extraction methods relevant for confinement in Yang-Mills theory, specifically within the context of lattice gauge theory.

I am interested in the application/development of topological data analysis methodologies and, more widely, deep learning/generative modelling to problems in high-energy physics.

My academic supervisors are Prof. Jeffrey Giansiracusa, Durham University, and Prof. Biagio Lucini, Queen Mary University of London.

My research is supported by the Heilbronn Doctoral Partnership, delivered by the Heilbronn Institute for Mathematical Research and EPSRC.

Further, I am affiliated with the Erlangen AI Hub and DiRAC High Performance Computing Facility.