ilayluz / learning-amg
Learning Algebraic Multigrid Using Graph Neural Networks
☆20Updated 4 years ago
Alternatives and similar repositories for learning-amg:
Users that are interested in learning-amg are comparing it to the libraries listed below
- Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf☆18Updated 5 years ago
- ☆53Updated 5 months ago
- ☆119Updated last year
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆151Updated 2 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- ☆14Updated 5 years ago
- ☆14Updated last year
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆62Updated 2 weeks ago
- ☆45Updated 2 years ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆57Updated this week
- JAX-DIPS is a differentiable interfacial PDE solver.☆41Updated 4 months ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆35Updated 3 years ago
- PyTorch-FEniCS interface☆99Updated 3 years ago
- Code repo for Fluid Graph Network☆23Updated 2 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆23Updated 11 months ago
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆32Updated 4 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆54Updated 2 months ago
- ☆21Updated last year
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆38Updated 11 months ago
- PENN code for NeurIPS 2022☆38Updated 2 years ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated 7 months ago
- redbKIT is a MATLAB library for reduced-order modeling of parametrized PDEs☆53Updated 4 months ago
- Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow☆23Updated 2 years ago
- directory for randomized cholesky☆17Updated 3 years 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
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆55Updated 4 years ago
- Learning Green's functions of partial differential equations with deep learning.☆63Updated last year
- Mesh Partitioning Toolbox☆21Updated 4 years ago
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆39Updated 2 years ago
- ☆37Updated 2 years ago