Partial Differential Equation

Boundary-aware Neural Model Reduction for PDEs

Li Liao, Pengfei Shen, Yifan Peng

Conference meta-only SIGGRAPH 2026 Animation & Simulation

Model Reduction Neural Eigenanalysis Partial Differential Equation Boundary Condition Reduced-order Modeling Shape Space Physical Simulation Laplace Operator

Differential Walk on Spheres

Bailey Miller, Rohan Sawhney, Keenan Crane, Ioannis Gkioulekas

Journal SIGGRAPH Asia 2024 Rendering

Walk on Spheres Monte Carlo Differentiable Simulation Shape Optimization Partial Differential Equation Inverse Problem