ermongroup / Neural-PDE-SolverLinks
☆15Updated 5 years ago
Alternatives and similar repositories for Neural-PDE-Solver
Users that are interested in Neural-PDE-Solver are comparing it to the libraries listed below
Sorting:
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆28Updated 2 years ago
- Distributed Fourier Neural Operators☆32Updated 3 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆57Updated 2 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆38Updated 2 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆19Updated last year
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- Learning Dynamical Systems that Generalize Across Environments☆20Updated 4 years ago
- The public repository about our joint FINN research project☆38Updated 3 years ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- ☆10Updated 2 years ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆27Updated 2 months ago
- ☆35Updated 2 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆41Updated 3 years ago
- ☆36Updated 2 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆38Updated last year
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆26Updated last year
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆20Updated 3 years ago
- ☆31Updated last month
- Refining continuous-in-depth neural networks☆42Updated 4 years ago
- ☆21Updated 3 years ago
- Computing gradients and Hessians of feed-forward networks with GPU acceleration☆20Updated last year
- Spectral Neural Operator☆79Updated 2 years ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆42Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆54Updated last year
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆42Updated 3 years ago
- ☆15Updated 2 years ago
- Solving Inverse Physics Problems with Score Matching☆32Updated 2 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Updated last year
- Code for the paper "Rational neural networks", NeurIPS 2020☆29Updated 4 years ago