Edward-Sun / TSM-PDE
Code of ICML paper arxiv.org/abs/2302.08105
☆14Updated 2 years ago
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☆42Updated last year
- Here you find the Spectral Operator Learning Under construcTION☆19Updated last year
- ☆26Updated 10 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 11 months ago
- ☆41Updated 2 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆17Updated 6 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 11 months ago
- Spectral Neural Operator☆78Updated last year
- ☆75Updated 8 months ago
- ☆35Updated last month
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆41Updated last year
- ☆13Updated last year
- ☆31Updated 9 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆69Updated 5 months ago
- ☆42Updated last year
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆32Updated this week
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆29Updated 2 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆39Updated 2 months ago
- ☆12Updated last year
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆59Updated last month
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆64Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆25Updated last month
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆18Updated 11 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆55Updated 11 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆49Updated 11 months ago
- ☆72Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆44Updated last year
- ☆13Updated 8 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆11Updated last year
- Distributed Fourier Neural Operators☆29Updated 2 years ago