merantix-momentum / gnn-bvp-solverLinks
Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"
☆20Updated last year
Alternatives and similar repositories for gnn-bvp-solver
Users that are interested in gnn-bvp-solver are comparing it to the libraries listed below
Sorting:
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 9 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆66Updated 11 months ago
- ☆45Updated 3 years ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆34Updated last year
- ☆17Updated 11 months ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- ☆16Updated last year
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 7 years ago
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆26Updated last year
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- ☆39Updated 2 years ago
- ☆55Updated 3 years ago
- The public repository about our joint FINN research project☆38Updated 3 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆25Updated 6 months ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 3 years ago
- ☆18Updated last year
- ☆14Updated 4 years ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆47Updated last year
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated 2 years ago
- ☆13Updated 4 years ago
- ☆32Updated 3 years ago
- ☆29Updated last year
- ☆21Updated 3 years ago
- ☆15Updated 2 years ago
- Spectral Neural Operator☆78Updated last year
- Neural SPH☆37Updated 2 weeks ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Updated last year
- ☆24Updated 5 months ago