Discontinuity

Lifting the Winding Number: Precise Discontinuities in Neural Fields for Physics Simulation

Yue Chang, Mengfei Liu, Zhecheng Wang, Peter Yichen Chen, Eitan Grinspun

Conference SIGGRAPH 2025 Animation & Simulation
Physics Simulation Reduced Order Modeling Neural Fields Winding Number Cutting Simulation Discontinuity

Discontinuity-Aware 2D Neural Fields

Yash Belhe, Michaël Gharbi, Matthew Fisher, Iliyan Georgiev, Ravi Ramamoorthi, Tzu-Mao Li

Journal SIGGRAPH Asia 2023 Neural & Generative
Neural Fields Image Compression Discontinuity Walk on Spheres Physics-Informed Neural Network