physical-simulation topic

Incremental Potential Contact (IPC) is for robust and accurate time stepping of nonlinear elastodynamics. IPC guarantees intersection- and inversion-free trajectories regardless of materials, time-ste...

ipc-sim

An extensible benchmark suite to evaluate data-driven physical simulation

karlotness

IsoGCN code for ICLR2021

yellowshippo

Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).

quercushernandez

Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).

quercushernandez

[NeurIPS 2022] The implementation for the paper "Learning Physical Dynamics with Subequivariant Graph Neural Networks".

hanjq17

PENN code for NeurIPS 2022

yellowshippo

Open source implemention of Moving Particle Semi-implcit (MPS) method

openmps

[ECCV 2024] Reconstruction and Simulation of Elastic Objects with Spring-Mass 3D Gaussians

Colmar-zlicheng

[ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen in training for physical simulation

AI4Science-WestlakeU