About
I am a visiting researcher in the Complex Multiscale Systems group in the Department of Chemical Engineering at Imperial College London, supervised by Prof. Serafim Kalliadasis. I hold a BSc in Mathematics from the University of Manchester and currently work as a quantitative analyst at Union Bank of Switzerland (UBS). Previously, I was a research assistant at Changchun Institute of Optics, Fine Mechanics and Physics (CIOMP), focusing on optical wave simulation and computer vision with neural networks, and at Johns Hopkins University working on electromagnetic-wave simulations .
Email: l.yang1@imperial.ac.uk
Research
My research focuses on simulating differential equations and modelling applications using neural networks (e.g., Physics-Informed Neural Networks) and numerical methods (e.g., finite element methods). Applications include convection-diffusions equations, wave simulations, computer vision, dynamic systems, and so on.
resume

BSc Mathematics with Financial Mathematics, University of Manchester, UK