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
- ☆54Updated 3 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆67Updated 10 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆41Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆48Updated 2 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆139Updated last year
- Neural SPH☆37Updated last year
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆16Updated last year
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 2 years ago
- Spectral Neural Operator☆78Updated last year
- PENN code for NeurIPS 2022☆42Updated 2 years ago
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Updated last year
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆54Updated 2 years ago
- ☆29Updated 2 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆30Updated last week
- ☆16Updated 3 years ago
- ☆24Updated 2 years ago
- ☆60Updated last year
- Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting☆48Updated last year
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆48Updated 2 months ago
- MeshGraphNets (MGN)☆68Updated 2 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆29Updated 5 months ago
- ☆24Updated 5 months ago
- ☆16Updated last year
- ☆128Updated 2 years ago
- ☆15Updated 2 years ago
- Solving Inverse Physics Problems with Score Matching☆31Updated last year
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆35Updated 5 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆88Updated last week