Repo to the paper "Message Passing Neural PDE Solvers"
☆146Sep 11, 2024Updated last year
Alternatives and similar repositories for MP-Neural-PDE-Solvers
Users that are interested in MP-Neural-PDE-Solvers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆297Sep 14, 2024Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆56Mar 23, 2024Updated 2 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- ☆14Aug 22, 2024Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆99Nov 11, 2025Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆88Jul 18, 2023Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆69Jun 10, 2024Updated last year
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆58May 23, 2023Updated 2 years ago
- [ICLR 2023] Factorized Fourier Neural Operators☆191Oct 13, 2023Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated 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
- 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
- Spectral Neural Operator☆83Dec 20, 2023Updated 2 years ago
- ☆1,090Apr 9, 2026Updated last week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆216Nov 24, 2025Updated 4 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆31Dec 5, 2024Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆55Jun 10, 2024Updated last year
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,106Mar 30, 2026Updated 2 weeks ago
- ☆91Sep 2, 2024Updated last year
- Multiwavelets-based operator model☆69Feb 16, 2022Updated 4 years ago
- ☆42Jul 22, 2024Updated last year
- Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation☆96Jul 25, 2022Updated 3 years ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆28May 6, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆113Dec 13, 2024Updated last year
- ☆180Jan 25, 2024Updated 2 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆40Jun 21, 2024Updated last year
- Code for the paper Universal Physics Transformers☆156Jul 2, 2025Updated 9 months ago
- ☆55Jun 16, 2022Updated 3 years ago
- [ICML 2024] Official PyTorch implementation of the Vectorized Conditional Neural Field.☆18Aug 1, 2024Updated last year
- ☆19Nov 24, 2024Updated last year
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆58Nov 27, 2022Updated 3 years ago
- ICON for in-context operator learning☆62Feb 21, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Encoding physics to learn reaction-diffusion processes☆110Aug 28, 2023Updated 2 years ago
- Official implementation of Diffusion Graph Networks (DGNs)☆78Mar 17, 2025Updated last year
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆201Dec 6, 2024Updated last year
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆42Jan 30, 2024Updated 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
- Using graph network to solve PDEs☆441Jun 2, 2025Updated 10 months ago
- ☆529Apr 1, 2025Updated last year