AI4Science-WestlakeU

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10 repositories

MultiSimDiff
Public
Jupyter Notebook
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MIT License
•0•1•0•0•Updated Dec 8, 2024Dec 8, 2024
wdno
Public
Wavelet Diffusion Neural Operator (WDNO) uses diffusion models for generative PDE simulation and control.
pde physical-simulation diffusion-models physical-systems-control
MIT License
•0•2•0•0•Updated Dec 5, 2024Dec 5, 2024
beno
Public
[ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values
graph-neural-networks neural-pde-solver neural-operators boundary-embedded
Python
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MIT License
•0•22•0•0•Updated Dec 5, 2024Dec 5, 2024
diffphycon
Public
[NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems
planning pde physical-simulation diffusion-models physical-systems-control
Jupyter Notebook
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MIT License
•3•27•1•0•Updated Dec 5, 2024Dec 5, 2024
.github
Public
0•0•0•0•Updated Nov 10, 2024Nov 10, 2024
standard_repo
Public template
Jupyter Notebook
•0•3•0•0•Updated Sep 16, 2024Sep 16, 2024
research_toolbox
Public
A useful toolbox for research.
academic-writing literature-management research-tools experiment-records
0•9•0•0•Updated Jul 10, 2024Jul 10, 2024
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 simulation
pde physical-simulation compositional inverse-design
Jupyter Notebook
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MIT License
•4•28•0•0•Updated May 1, 2024May 1, 2024
frontiers_in_AI_course
Public
Jupyter Notebook
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MIT License
•0•7•0•0•Updated Mar 4, 2024Mar 4, 2024
le-pde-uq
Public
[AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both forward and inverse problems.
machine-learning pde uncertainty-quantification physical-simulation learning-simulation
Jupyter Notebook
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MIT License
•0•14•0•0•Updated Feb 26, 2024Feb 26, 2024