AI4Science-WestlakeU
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CL_DiffPhyCon
Publicflow_guidance
Public- This repo is the code for T-SCEND, a novel framework that significantly improves diffusion model’s reasoning capabilities with better energy-based training and scaling up test-time computation.
wdno
Public[ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models for generative PDE simulation and control.- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems
MultiSimDiff
Publicbeno
Public[ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values.github
Publicresearch_toolbox
PublicA useful toolbox for research.cindm
Public[ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen in training for physical simulationfrontiers_in_AI_course
Public- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both forward and inverse problems.