DiffEqML / pde-dataset-generatorLinks
A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2
☆37Updated 4 years ago
Alternatives and similar repositories for pde-dataset-generator
Users that are interested in pde-dataset-generator are comparing it to the libraries listed below
Sorting:
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- ☆53Updated 3 years ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆41Updated last year
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆68Updated 9 months ago
- ☆35Updated 2 years ago
- Neural SPH☆37Updated last year
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Updated last year
- Repo to the paper "Message Passing Neural PDE Solvers"☆139Updated last year
- ☆15Updated last year
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆47Updated 2 years ago
- The public repository about our joint FINN research project☆38Updated 2 years ago
- Spectral Neural Operator☆78Updated last year
- Solving Inverse Physics Problems with Score Matching☆31Updated last year
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- ☆126Updated 2 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆15Updated last year
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆35Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆20Updated 4 months ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 2 years ago
- ☆35Updated 4 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 7 months ago
- Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting☆47Updated last year
- MeshGraphNets (MGN)☆67Updated last year
- ☆16Updated 2 years ago
- ☆25Updated 2 years ago
- ☆23Updated 3 months ago
- PENN code for NeurIPS 2022☆42Updated 2 years ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆75Updated 8 months ago