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
- ☆12May 30, 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"☆146Sep 11, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆70May 22, 2024Updated last year
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- ☆13Aug 22, 2024Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆55Mar 23, 2024Updated 2 years ago
- ☆28Jun 12, 2025Updated 10 months ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆27May 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☆73Feb 12, 2026Updated last month
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Official Implement for Paper "Neural Krylov Iteration for Accelerating Linear System Solving"☆13May 6, 2025Updated 11 months ago
- ☆15Mar 3, 2023Updated 3 years ago
- ☆17May 1, 2022Updated 3 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 3 years ago
- ☆22Sep 1, 2025Updated 7 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch-FEniCS interface☆108Mar 29, 2021Updated 5 years ago
- ☆130Mar 28, 2023Updated 3 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆44Sep 30, 2022Updated 3 years ago
- ☆11Mar 31, 2021Updated 5 years ago
- [ICLR 2023] Factorized Fourier Neural Operators☆189Oct 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
- ☆296Sep 14, 2024Updated last year
- PENN code for NeurIPS 2022☆42Jan 11, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆51Aug 19, 2025Updated 7 months ago
- CTF workshop deep learning tutorial and hackathon☆13Feb 16, 2023Updated 3 years ago
- [ICLR26 Oral] RealPDEBench: A Benchmark for Complex Physical Systems with Paired Real-World and Simulated Data☆65Mar 8, 2026Updated last month
- Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation☆96Jul 25, 2022Updated 3 years ago
- This repository contains code for a project that trains a neural network to solve solid mechanics problems faster than the traditional fi…☆12Sep 28, 2023Updated 2 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