Mary is an Applied Maths PhD student, widely interested in developing machine learning as a reliable tool for physics and the natural sciences. She aims to focus on physics-based techniques for a theoretical and mathematical understanding of ML. Previously her background is in mathematics and theoretical physics, focusing on group theory and cosmology.