This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495
☆39Jun 21, 2023Updated 2 years ago
Alternatives and similar repositories for magnet
Users that are interested in magnet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated last year
- ☆16May 21, 2020Updated 5 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- Repo to the paper "Message Passing Neural PDE Solvers"☆147Sep 11, 2024Updated last year
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆70May 22, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- ☆14Aug 22, 2024Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆56Mar 23, 2024Updated 2 years ago
- ☆10Jun 20, 2021Updated 4 years ago
- ☆27Jun 12, 2025Updated 10 months ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆28May 6, 2024Updated last year
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆15Aug 1, 2021Updated 4 years ago
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆21Dec 7, 2024Updated last year
- [TMLR] CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆77Feb 12, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Implement for Paper "Neural Krylov Iteration for Accelerating Linear System Solving"☆14May 6, 2025Updated 11 months ago
- ☆15Mar 3, 2023Updated 3 years ago
- ☆17May 1, 2022Updated 4 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 years ago
- ☆13Feb 12, 2023Updated 3 years ago
- ☆25May 21, 2024Updated last year
- ☆11Apr 14, 2022Updated 4 years ago
- ☆22Sep 1, 2025Updated 8 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PyTorch-FEniCS interface☆108Mar 29, 2021Updated 5 years ago
- ☆133Mar 28, 2023Updated 3 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆45Sep 30, 2022Updated 3 years ago
- ☆11Mar 31, 2021Updated 5 years ago
- [ICLR 2023] Factorized Fourier Neural Operators☆191Oct 13, 2023Updated 2 years ago
- Spectral Neural Operator☆83Dec 20, 2023Updated 2 years ago
- Meta-Learning with Self-Improving Momentum Target (NeurIPS 2022)☆23Oct 12, 2022Updated 3 years ago
- PENN code for NeurIPS 2022☆42Jan 11, 2023Updated 3 years ago
- ☆298Sep 14, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆52Aug 19, 2025Updated 8 months ago
- CTF workshop deep learning tutorial and hackathon☆13Feb 16, 2023Updated 3 years ago
- Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation☆96Jul 25, 2022Updated 3 years ago
- This software takes in an error function or point cloud as input and selectively refines erroneous finite element regions. It is based on…☆15Dec 17, 2020Updated 5 years ago
- Multi-agent reinforcement learning for adaptive mesh refinement☆14Aug 15, 2023Updated 2 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆29Jan 30, 2024Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆55Jun 10, 2024Updated last year