Poisson Equation

A Differential Monte Carlo Solver For the Poisson Equation

Zihan Yu, Lifan Wu, Zhiqian Zhou, Shuang Zhao

Conference SIGGRAPH 2024 Animation & Simulation
Monte Carlo Method Poisson Equation Walk On Spheres Differentiable PDE Solver Shape Optimization

Gradient Domain Reconstruction for Monte Carlo PDE Solvers

Jiaqi Wu, Xuejun Hu, Shuang Zhao, Kun Xu

Journal SIGGRAPH 2026 Animation & Simulation
Monte Carlo Method Poisson Equation Walk On Spheres Gradient-Domain Rendering Variance Reduction

SharpNet: Enhancing MLPs to Represent Functions with Controlled Non-differentiability

Hanting Niu, Junkai Deng, Fei Hou, Wencheng Wang, Ying He

Journal SIGGRAPH 2026 Geometry & Modeling
MLP Signed Distance Field Neural Implicit Representation CAD Reconstruction Poisson Equation Sharp Features

PoissonNet: A Local-Global Approach for Learning on Surfaces

Arman Maesumi, Tanish Makadia, Thibault Groueix, Vladimir G. Kim, Daniel Ritchie, Noam Aigerman

Journal SIGGRAPH Asia 2025 Geometry & Modeling
Geometry Processing Mesh Learning Poisson Equation Neural Network Shape Deformation Semantic Segmentation