Zakhar Shumaylov

Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups

2024 · arXiv (Cornell University)

The quest for robust and generalizable machine learning models has driven recent interest in exploiting symmetries through equivariant neural networks. In the context of PDE solvers, recent works have shown that Lie point symmetries can …