gautica / meshgraphnet_pytorchLinks
☆16Updated 3 years ago
Alternatives and similar repositories for meshgraphnet_pytorch
Users that are interested in meshgraphnet_pytorch are comparing it to the libraries listed below
Sorting:
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆40Updated last year
- MeshGraphNets (MGN)☆66Updated last year
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆25Updated last year
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Updated 11 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆68Updated last year
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆27Updated last year
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated last year
- Neural SPH☆32Updated last year
- Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation☆96Updated 2 years ago
- ☆57Updated 11 months ago
- PENN code for NeurIPS 2022☆41Updated 2 years ago
- Official implementation of Diffusion Graph Networks (DGNs)☆62Updated 4 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆71Updated 3 months ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆15Updated 11 months ago
- ☆33Updated last year
- ☆35Updated last year
- Rewrite deepmind/meshgraphnets into pytorch☆89Updated 3 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆63Updated 6 months ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆134Updated 10 months ago
- Differentiable Physics-informed Graph Networks☆67Updated 5 years ago
- ☆24Updated last year
- ☆52Updated 3 years ago
- ☆28Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆15Updated 10 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆69Updated 8 months ago
- Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting☆46Updated last year
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- ICON for in-context operator learning☆54Updated 4 months ago