AI4Science-WestlakeU

diffphycon

[NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems

cindm

[ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen in training for physical simulation

beno

[ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values

le-pde-uq

[AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both forward and inverse problems.

research_toolbox

A useful toolbox for research.

frontiers_in_AI_course

standard_repo

wdno

[ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models for generative PDE simulation and control.

MultiSimDiff

.github