Edward-Sun / TSM-PDE
Code of ICML paper arxiv.org/abs/2302.08105
☆14Updated last year
Alternatives and similar repositories for TSM-PDE:
Users that are interested in TSM-PDE are comparing it to the libraries listed below
- Official implementation of Scalable Transformer for PDE surrogate modelling☆39Updated 11 months ago
- Here you find the Spectral Operator Learning Under construcTION☆19Updated 10 months ago
- Spectral Neural Operator☆75Updated last year
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 9 months ago
- ☆39Updated 2 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆17Updated 4 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆17Updated 9 months ago
- ☆37Updated last year
- ☆12Updated last year
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆25Updated 3 months ago
- ☆71Updated 6 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆44Updated 9 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆63Updated 4 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆42Updated last year
- ☆23Updated 8 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆22Updated this week
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆37Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆51Updated 9 months ago
- ☆68Updated last year
- ☆12Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆37Updated 3 weeks ago
- ☆27Updated 7 months ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- Distributed Fourier Neural Operators☆29Updated 2 years ago
- ☆11Updated 6 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆56Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆82Updated 3 months ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆14Updated 6 months ago