Ren Jiang

Machine learning - A novel approach of well logs similarity based on synchronization measures to predict shear sonic logs

Muhammad Ali, Ren Jiang, Huolin Ma et al. · Journal of Petroleum Science and Engineering · 2021 · 109 citations

Earthquake Engineering, Engineering, Machine Learning +7

Building a rock physics model for the formation evaluation of the Lower Goru sand reservoir of the Southern Indus Basin in Pakistan

Muhammad Ali, Huolin Ma, Heping Pan et al. · Journal of Petroleum Science and Engineering · 2020 · 79 citations

Geotechnical Engineering, Earth Science, Engineering +9

Estimation of porosity and fluid saturation in carbonates from rock-physics templates based on seismic <i>Q</i>

Mengqiang Pang, Jing Ba, José M. Carcione et al. · Geophysics · 2019 · 68 citations

A Novel Machine Learning Approach for Detecting Outliers, Rebuilding Well Logs, and Enhancing Reservoir Characterization

Muhammad Ali, Peimin Zhu, Huolin Ma et al. · Natural Resources Research · 2023 · 53 citations

Enhancing Reservoir Characterization, Anomaly Detection, Machine Learning +14

Reservoir characterization through comprehensive modeling of elastic logs prediction in heterogeneous rocks using unsupervised clustering and class-based ensemble machine learning

Muhammad Ali, Peimin Zhu, Ren Jiang et al. · Applied Soft Computing · 2023 · 51 citations

Engineering, Reservoir Characterization, Civil Engineering +10