Rewrite deepmind/meshgraphnets into pytorch
☆105Feb 19, 2022Updated 4 years ago
Alternatives and similar repositories for meshgraphnets
Users that are interested in meshgraphnets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MeshGraphNets (MGN)☆73Nov 9, 2023Updated 2 years ago
- PyTorch implementations of Learning Mesh-based Simulation With Graph Networks☆259Dec 19, 2025Updated 7 months ago
- ☆17May 1, 2022Updated 4 years ago
- Graph Neural Network (GNN) emulation of the left-ventricle (LV) in diastole☆14Sep 28, 2022Updated 3 years ago
- PyTorch Implementation of MeshGraphNets☆17May 3, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Grounding Graph Network Simulators using Physical Sensor Observations☆14Jun 26, 2023Updated 3 years ago
- Reimplementation of Learning Mesh-based Simulation With Graph Networks☆44May 13, 2021Updated 5 years ago
- PHYS 449 course project. In this repository, we attempt replication of results of the Learning Mesh Based Simulations with Graph Networks…☆11Feb 18, 2022Updated 4 years ago
- Implementation of PhysGNN (Accepted at NeurIPS2022)☆28Nov 3, 2022Updated 3 years ago
- ☆133Mar 28, 2023Updated 3 years ago
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆20Jan 21, 2024Updated 2 years ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆31Jul 25, 2024Updated 2 years ago
- A GNN-based PDE solver without pre-computed data☆42Jun 11, 2025Updated last year
- Equivariant Mesh Attention Networks☆20Aug 30, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A novel graph U-net architecture☆25Apr 12, 2024Updated 2 years ago
- A cloth simulator based on CUDA and ARCSim.☆20Jan 4, 2026Updated 7 months ago
- Face Interaction Graph Networks: A GNN-based rigid body physics simulator☆23Mar 23, 2026Updated 4 months ago
- Scalable Differentiable Physics for Learning and Control (ICML2020)☆188Jul 25, 2024Updated 2 years ago
- ☆13May 30, 2024Updated 2 years ago
- Code for paper "Trust-Region Eigenvalue Filtering for Projected Newton", SIGGRAPH Asia 2024☆19Oct 14, 2024Updated last year
- Differentiable Physics-informed Graph Networks☆67Feb 20, 2020Updated 6 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆79Apr 17, 2026Updated 3 months ago
- Subspace Graph Physics☆14Jun 14, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆68Jan 9, 2025Updated last year
- ☆30Apr 20, 2023Updated 3 years ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆42Jan 30, 2024Updated 2 years ago
- Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids.☆11Oct 31, 2021Updated 4 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆26Jun 3, 2025Updated last year
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆179Oct 19, 2022Updated 3 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆30Jan 20, 2023Updated 3 years ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆91Jan 24, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆70Aug 16, 2024Updated last year
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆43Sep 7, 2023Updated 2 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆149Sep 11, 2024Updated last year
- Graph Neural Networks (GNN) based solvers for Computational Fluid Dynamics (CFD)☆62Jan 24, 2024Updated 2 years ago
- ☆311Sep 14, 2024Updated last year
- ARCSim 0.3.1 Fixes and Installer Script for Linux and MacOS☆27Jul 17, 2022Updated 4 years ago
- Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems☆63Jan 25, 2022Updated 4 years ago