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Xiang Zheng's Projects

crowdcounting-sasnet icon crowdcounting-sasnet

Official implementation in PyTorch of SASNet as described in "To Choose or to Fuse? Scale Selection for Crowd Counting"

databook_python icon databook_python

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz

finn icon finn

The public repository about our joint FINN research project

hfm icon hfm

Hidden Fluid Mechanics

nsfnets icon nsfnets

PINN in solving Navier–Stokes equation

pinn-pod icon pinn-pod

This repository contains the source code for the research presented in the paper "Exploring hidden flow structures from sparse data through deep-learning-strengthened proper orthogonal decomposition"

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