HouLin Zhang

Fast prediction of methane adsorption in shale nanopores using kinetic theory and machine learning algorithm

MengCheng Huang, Hengyu Xu, Hao Yu et al. · Chemical Engineering Journal · 2022 · 52 citations

Chemical Engineering, Engineering, Machine Learning +9

Permeability prediction of low-resolution porous media images using autoencoder-based convolutional neural network

HouLin Zhang, Hao Yu, XinHeng Yuan et al. · Journal of Petroleum Science and Engineering · 2021 · 46 citations

Pore Structure, Convolutional Neural Network, Image Analysis +8

Fast and accurate reconstruction of large-scale 3D porous media using deep learning

HouLin Zhang, Hao Yu, Siwei Meng et al. · Journal of Petroleum Science and Engineering · 2022 · 26 citations

Pore Structure, Engineering, Machine Learning +9

Fast and accurate calculation on CO2/CH4 competitive adsorption in shale nanopores: From molecular kinetic theory to machine learning model

MengCheng Huang, Hao Yu, Hengyu Xu et al. · Chemical Engineering Journal · 2023 · 22 citations

Organic Geochemistry, Chemical Engineering, Carbon Sequestration +11

Gas production from shale reservoirs with bifurcating fractures: A modified quadruple-domain model coupling microseismic events

Marembo Micheal, Hao Yu, Siwei Meng et al. · Energy · 2023 · 14 citations

Petroleum Reservoir, Hydraulic Fracturing, Earthquake Engineering +11