New Mathematical Methods in Geometry Processing

Solving Surface PDEs Using Neural Representations

May 20, 2026, 10:15 AM

1h

Endenicher Allee 60/1-016 - Lipschitzsaal (Mathezentrum)

Scheduled Talks

Speaker

Prof. Niloy Mitra (University College London)

Description

We conclude by bridging the gap between geometry and physics by demonstrating how to solve partial differential equations (PDEs) directly on neural manifolds. We will show early efforts on mesh-free methods that can simulate complex physical phenomena without the traditional challenges of mesh discretization.