crispitagorico / torchspdeLinks
Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics
☆53Updated 2 years ago
Alternatives and similar repositories for torchspde
Users that are interested in torchspde are comparing it to the libraries listed below
Sorting:
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- ICON for in-context operator learning☆59Updated 7 months ago
- ☆38Updated last month
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆47Updated 2 years ago
- ☆52Updated 3 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆139Updated last year
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆25Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆29Updated 6 months ago
- Solving Inverse Physics Problems with Score Matching☆31Updated last year
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆15Updated last year
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Multiwavelets-based operator model☆66Updated 3 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
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆40Updated 2 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆29Updated 4 months ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆21Updated 3 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- Spectral Neural Operator☆78Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- Learning Dynamical Systems that Generalize Across Environments☆20Updated 3 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆35Updated last year
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆27Updated 2 years ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆20Updated 4 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆155Updated 5 months ago
- ☆22Updated last year
- ☆22Updated 3 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆62Updated last year
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆45Updated 3 weeks ago
- Refining continuous-in-depth neural networks☆42Updated 3 years ago