Differentiable Simulation

2 papers 0 Conference 2 Journal

Differential Walk on Spheres

Bailey Miller, Rohan Sawhney, Keenan Crane, Ioannis Gkioulekas

Journal SIGGRAPH Asia 2024 Walk on Spheres Monte Carlo Differentiable Simulation Shape Optimization Partial Differential Equation Inverse Problem

Solving Inverse PDE Problems using Grid-Free Monte Carlo Estimators

Ekrem Fatih Yilmazer, Delio Vicini, Wenzel Jakob

Journal SIGGRAPH Asia 2024 Walk on Spheres Monte Carlo Differentiable Simulation Inverse Problems Path Replay Backpropagation