ZhouXH-git
Ph.D. in aerospace engineering. Focus on using scientific machine learning and data assimilation to solve fluid flow challenges.
Virginia TechBlacksburg
Pinned Repositories
CFD_Julia
This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.
CS106B
DAFI
DAFI: Ensemble based data assimilation and field inversion, repository for internal development
Flow-field-prediction-in-porous-media
The ultimate goal of this work is to predict the fine flow field in the porous media based on the fine pore structure and coarse flow field using 3-D U-net aided by super-resolution.
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
FVM-demo
1D and 2D FVM code for solving the Euler equations on curvilinear structured meshes
para-database-for-PIML
spectralDNS
Spectral Navier Stokes (and similar) solvers in Python
USNCCM15-Short-Course-Recent-Advances-in-Physics-Informed-Deep-Learning
VCNN-nonlocal-constitutive-model
Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids.
ZhouXH-git's Repositories
ZhouXH-git/VCNN-nonlocal-constitutive-model
Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids.
ZhouXH-git/DAFI
DAFI: Ensemble based data assimilation and field inversion, repository for internal development
ZhouXH-git/Flow-field-prediction-in-porous-media
The ultimate goal of this work is to predict the fine flow field in the porous media based on the fine pore structure and coarse flow field using 3-D U-net aided by super-resolution.
ZhouXH-git/CFD_Julia
This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.
ZhouXH-git/CS106B
ZhouXH-git/ensemble-methods-for-scientific-and-engineering-problems
The repository introduces ensemble methods for solving many scientific and engineering problems.
ZhouXH-git/fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
ZhouXH-git/FVM-demo
1D and 2D FVM code for solving the Euler equations on curvilinear structured meshes
ZhouXH-git/para-database-for-PIML
ZhouXH-git/spectralDNS
Spectral Navier Stokes (and similar) solvers in Python
ZhouXH-git/USNCCM15-Short-Course-Recent-Advances-in-Physics-Informed-Deep-Learning