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 · 111 citations

Computing, Data Science, Petroleum Engineering +6

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 · 83 citations

Engineering, Earth Sciences, Geology +14

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 · 72 citations

Engineering, Earth Sciences, Geophysics +17

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 · 57 citations

Engineering, Computer Science, Petroleum Engineering +16

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 · 54 citations

Engineering, Earth Sciences, Geological Engineering +17