Xu‐Hui Zhou

Learning nonlocal constitutive models with neural networks

Xu‐Hui Zhou, Jiequn Han, Heng Xiao · Computer Methods in Applied Mechanics and Engineering · 2021 · 47 citations · Full text

Knowledge Distillation, Machine Learning, Nonlocal Constitutive Models +2

Neural network–based pore flow field prediction in porous media using super resolution

Xu‐Hui Zhou, James McClure, Cheng Chen et al. · Physical Review Fluids · 2022 · 40 citations · Full text

Numerical Analysis, Engineering, Porous Medium Equations +17

Frame-independent vector-cloud neural network for nonlocal constitutive modeling on arbitrary grids

Xu‐Hui Zhou, Jiequn Han, Heng Xiao · arXiv (Cornell University) · 2021 · 27 citations · Full text

Using Machine Learning to Predict Urban Canopy Flows for Land Surface Modeling

Yanle Lu, Xu‐Hui Zhou, Heng Xiao et al. · Geophysical Research Letters · 2022 · 24 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

A hyperplane based indexing technique for high-dimensional data

Guiming Wang, Xu‐Hui Zhou, Bo Wang et al. · Information Sciences · 2007 · 11 citations

Engineering, Information Retrieval, Data Science +6