Research Interests

My research spans multiple disciplines, covering a wide range of topics.  My primary focus is on symbolic and numerical computation involving polynomial and differential equations, with applications in deep learning. Currently, I am particularly interested in:

• dynamical systems approach to deep learning,

• group equivariant neural networks,

• algebro-geometric methods for algebraic differential and difference equations,

• arithmetic and geometry over valuation rings and division rings.