Graph Network Simulator
☆219Mar 27, 2026Updated last month
Alternatives and similar repositories for gns
Users that are interested in gns are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Minimal pytorch version of https://github.com/deepmind/deepmind-research/tree/master/learning_to_simulate☆54Jul 13, 2021Updated 4 years ago
- Neural SPH☆45Nov 23, 2025Updated 5 months ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆72Apr 21, 2026Updated last week
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated last year
- Subspace Graph Physics☆15Jun 14, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆18Jun 28, 2023Updated 2 years ago
- Differentiable Material Point Method☆46Sep 1, 2023Updated 2 years ago
- PyTorch implementations of Learning Mesh-based Simulation With Graph Networks☆242Dec 19, 2025Updated 4 months ago
- A PyTorch implementation of the “Graph Network-based Simulators” (GNS) model from DeepMind for simulating particle-based dynamics using g…☆20Feb 3, 2022Updated 4 years ago
- Material Point Method with Nonlocal Granular Fluidity☆27Aug 1, 2025Updated 9 months ago
- Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.☆235Aug 13, 2024Updated last year
- ☆23Mar 11, 2022Updated 4 years ago
- ☆32Oct 6, 2022Updated 3 years ago
- High-Performance Material Point Method☆83Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A Taichi-powered high-performance numerical simulator for multiscale and multifield geophysical problems☆201Dec 15, 2025Updated 4 months ago
- A course on developing MPM with Python☆25Jun 11, 2025Updated 10 months ago
- Code repo for Fluid Graph Network☆27Jan 26, 2022Updated 4 years ago
- CB-Geo High-Performance Material Point Method☆286Nov 12, 2024Updated last year
- ☆24Mar 16, 2024Updated 2 years ago
- ☆13May 30, 2024Updated last year
- A minimal DEM simulation demo written in Taichi.☆28Nov 25, 2023Updated 2 years ago
- A particle generator code for the Material Point Method☆25Jun 19, 2024Updated last year
- This repo lets you train GNN (MeshGraphNet, transformers, etc) to simulate physics on unstructured grids like meshes.☆39Apr 23, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official Project Webpage for paper "DiffSRL: Learning Dynamic-aware State Representation for Control via Differentiable Simulation"☆12Apr 4, 2022Updated 4 years ago
- The official implementation of Convergent Graph Solvers (CGS)☆21Feb 1, 2022Updated 4 years ago
- ☆17Nov 26, 2024Updated last year
- [NeurIPS 2022] The implementation for the paper "Learning Physical Dynamics with Subequivariant Graph Neural Networks".☆39Nov 1, 2022Updated 3 years ago
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated last year
- ☆50Dec 26, 2025Updated 4 months ago
- Repository of A-Pioneering-Neural-Network-Method-for-Efficient-and-Robust-Fuel-Sloshing-Simulation-in-Aircraft & DualFluidNet: an Attenti…☆15Apr 30, 2025Updated last year
- ☆70Aug 16, 2024Updated last year
- Face Interaction Graph Networks: A GNN-based rigid body physics simulator☆20Mar 23, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Fast and efficient MATLAB-based MPM solver in an explicit formulation.☆20Nov 14, 2023Updated 2 years ago
- Explicit GPU-based implementation under a mpm numerical framework (GIMPM) to solve for elasto-plastic problems in Geomechanics.☆19Oct 28, 2021Updated 4 years ago
- ☆12Feb 14, 2021Updated 5 years ago
- Modified Meshgraphnets with more features☆60Jan 31, 2025Updated last year
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆64May 7, 2024Updated last year
- ☆12Apr 16, 2024Updated 2 years ago
- MPM documentation☆18May 2, 2022Updated 3 years ago