thu-ml / DPOTLinks
Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
☆53Updated last year
Alternatives and similar repositories for DPOT
Users that are interested in DPOT are comparing it to the libraries listed below
Sorting:
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆58Updated last year
- ☆77Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆49Updated last year
- ☆83Updated 11 months ago
- ☆32Updated last year
- ICON for in-context operator learning☆57Updated 6 months ago
- ☆45Updated last month
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆45Updated 2 years ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 8 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆28Updated 4 months ago
- ☆21Updated last year
- ☆45Updated 5 months ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆42Updated this week
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆71Updated last year
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆40Updated 2 months ago
- ☆47Updated 2 years ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆73Updated 4 months ago
- ☆13Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆92Updated 8 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆20Updated 2 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 6 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆49Updated last month
- ☆57Updated 7 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆65Updated 2 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆149Updated 4 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆12Updated last year
- ☆22Updated last month
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆25Updated 9 months ago
- Spectral Neural Operator☆78Updated last year
- Repo to the paper "Message Passing Neural PDE Solvers"☆135Updated 11 months ago