brandstetter-johannes / MP-Neural-PDE-SolversLinks
Repo to the paper "Message Passing Neural PDE Solvers"
☆139Updated 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
Sorting:
- ☆276Updated last year
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆159Updated 7 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆69Updated 5 months ago
- Spectral Neural Operator☆78Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Updated last year
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆195Updated 6 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆49Updated 2 years ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆99Updated 11 months ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆48Updated 2 months ago
- Official implementation of Diffusion Graph Networks (DGNs)☆72Updated 8 months ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆234Updated 3 weeks ago
- ☆87Updated last year
- [ICLR 2023] Factorized Fourier Neural Operators☆179Updated 2 years ago
- ICON for in-context operator learning☆59Updated 9 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- ☆83Updated 2 years ago
- Code for the paper Universal Physics Transformers☆143Updated 4 months ago
- ☆35Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆88Updated last week
- Official implementation of Scalable Transformer for PDE surrogate modelling☆53Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 8 months ago
- ☆54Updated 3 years ago
- ☆54Updated 2 years ago
- ☆23Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆65Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆30Updated last week
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆24Updated 5 months ago
- ☆47Updated 8 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last month
- ☆64Updated 8 months ago