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Jian-Xun Wang's Projects

aidenoising icon aidenoising

Semi-analytical solution with AI-denoised reconstruction algorithms for MPT

fvcfd.jl icon fvcfd.jl

Simple explicit compressible Euler solver for 3D unstructured polyhedral meshes written in Julia

graphgalerkin icon graphgalerkin

Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems

phygeonet icon phygeonet

PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain

picnnsr icon picnnsr

Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels -- parametric forward SR and boundary inference

pimbrl icon pimbrl

Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control

ppnn icon ppnn

Predicting parametric spatiotemporal dynamics by multi-resolution PDE structure-preserved deep learning

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