Wenshu Zha

Forecasting monthly gas field production based on the CNN-LSTM model

Wenshu Zha, Yuping Liu, Yujin Wan et al. · Energy · 2022 · 365 citations

Intelligent Forecasting, Forecasting Methodology, Engineering +8

Pressure transient analysis of low permeability reservoir with pseudo threshold pressure gradient

Daolun Li, Wenshu Zha, Shufeng Liu et al. · Journal of Petroleum Science and Engineering · 2016 · 108 citations

Engineering, Pressure Transient Analysis, Low Permeability Reservoir +5

Reconstruction of shale image based on Wasserstein Generative Adversarial Networks with gradient penalty

Wenshu Zha, Xingbao Li, Yan Xing et al. · ADVANCES IN GEO-ENERGY RESEARCH · 2020 · 66 citations · Full text

Image Analysis, Machine Learning, Data Science +15

Automatic well test interpretation based on convolutional neural network for a radial composite reservoir

Daolun Li, Xuliang Liu, Wenshu Zha et al. · Petroleum Exploration and Development · 2020 · 52 citations · Full text

Automatic well test interpretation based on convolutional neural network for infinite reservoir

Xuliang Liu, Daolun Li, Jinghai Yang et al. · Journal of Petroleum Science and Engineering · 2020 · 44 citations

Convolutional Neural Network, Engineering, Civil Engineering +8