thu-ml / DPOTLinks
Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
☆51Updated 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"☆57Updated last year
- ☆40Updated 4 months ago
- ☆75Updated last year
- ICON for in-context operator learning☆54Updated 4 months ago
- ☆43Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆46Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆45Updated 2 years ago
- ☆80Updated 9 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆28Updated 6 months ago
- ☆32Updated 11 months ago
- ☆21Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆66Updated last year
- ☆38Updated 3 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆43Updated last week
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆26Updated 2 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆11Updated last year
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆36Updated 5 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆20Updated 3 weeks ago
- ☆12Updated 10 months ago
- ☆13Updated 10 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆71Updated 2 months ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆24Updated 7 months ago
- DeepONet extrapolation☆27Updated 2 years ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆86Updated 6 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 4 months ago
- ☆30Updated 3 months ago
- Code for orthogonal neural operator☆15Updated last year
- ☆59Updated 3 months ago
- Spectral Neural Operator☆79Updated last year
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆19Updated last year