thuml / HelmFluidLinks
About code release of "HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction", ICML 2024. https://arxiv.org/pdf/2310.10565
☆19Updated 11 months ago
Alternatives and similar repositories for HelmFluid
Users that are interested in HelmFluid are comparing it to the libraries listed below
Sorting:
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆71Updated 3 months ago
- ☆13Updated 10 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆47Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆68Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆57Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆28Updated 7 months ago
- ☆76Updated 2 years ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆39Updated 5 months ago
- ☆13Updated last year
- ☆21Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆53Updated last year
- ICON for in-context operator learning☆54Updated 4 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆45Updated 3 weeks ago
- Code for orthogonal neural operator☆17Updated last year
- A Library for Advanced Neural PDE Solvers.☆162Updated 2 weeks ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 4 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆90Updated 7 months ago
- ☆39Updated 4 months ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆15Updated 10 months ago
- ☆81Updated 10 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆34Updated 4 months ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆25Updated 8 months ago
- ☆56Updated 5 months ago
- A multiphase multiphysics dataset and benchmarks for scientific machine learning☆34Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆27Updated 3 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆12Updated last year
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆189Updated 3 weeks ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- ☆42Updated 4 months ago
- ☆17Updated 7 months ago