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☆41Updated 6 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆65Updated 7 months ago
- ☆42Updated 2 years ago
- The public repository about our joint FINN research project☆38Updated 2 years ago
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆25Updated 9 months ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 10 months ago
- Practicum on Supervised Learning in Function Spaces☆33Updated 3 years ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆16Updated last year
- ☆17Updated 8 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆80Updated 3 months ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 6 years ago
- Spectral Neural Operator☆78Updated last year
- ☆52Updated 3 years ago
- ☆38Updated 2 years ago
- ☆16Updated last year
- ☆35Updated 2 years ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆75Updated 9 months ago
- ☆46Updated 5 months ago
- ☆17Updated last year
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆45Updated last year
- ☆21Updated 2 years ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆27Updated 2 months ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆27Updated 6 months ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆56Updated 7 months ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆28Updated 9 months ago
- ☆54Updated 2 years ago
- Geometric Neural Operators (GNPs) for machine learning tasks on point-cloud representations: curvature estimation, shape deformations, so…☆26Updated last week
- Domain Agnostic Fourier Neural Operators (DAFNO)☆15Updated 11 months ago