junfeng-chen / position_induced_transformerLinks
PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
☆20Updated 2 months ago
Alternatives and similar repositories for position_induced_transformer
Users that are interested in position_induced_transformer are comparing it to the libraries listed below
Sorting:
- ☆48Updated 2 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆50Updated 2 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 6 months ago
- ☆77Updated 2 years ago
- ☆84Updated 11 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆50Updated last year
- ☆32Updated last year
- ☆46Updated last month
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆12Updated last year
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- Spectral Neural Operator☆78Updated last year
- ☆12Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆53Updated last year
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆22Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆93Updated 8 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 8 months ago
- ☆45Updated 5 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆71Updated last year
- ☆13Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆58Updated last year
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆25Updated 2 years ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last year
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆73Updated 4 months ago
- ☆58Updated last week
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆42Updated last week
- Repo to the paper "Message Passing Neural PDE Solvers"☆135Updated 11 months ago
- Fourier Neural Operator☆12Updated 2 years ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆186Updated 3 months ago
- ☆29Updated 2 years ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆15Updated last year