I am a Lecturer (Assistant Professor) in Computer Science at The University of Manchester. I am also a member of, The Centre for A.I. Fundamentals.
I am deeply intrigued about how deep-learning and neural nets seem to land us at exciting new questions about differential equations and functional analysis. I aspire to unravel these emerging questions in mathematics.
Interests
- Theory of Deep Learning
- Theory of Stochastic Optimization
- Theory of Operator Learning and PDE Solving by Neural Nets
- Scientific Machine Learning