Muhammad Ali

A Core Logging, Machine Learning and Geostatistical Modeling Interactive Approach for Subsurface Imaging of Lenticular Geobodies in a Clastic Depositional System, SE Pakistan

Umar Ashraf, Hucai Zhang, Aqsa Anees et al. · Natural Resources Research · 2021 · 133 citations

Natural Sciences, Earth Sciences, Geology +17

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

Controls on Reservoir Heterogeneity of a Shallow-Marine Reservoir in Sawan Gas Field, SE Pakistan: Implications for Reservoir Quality Prediction Using Acoustic Impedance Inversion

Umar Ashraf, Hucai Zhang, Aqsa Anees et al. · Water · 2020 · 106 citations · Full text

Engineering, Earth Sciences, Geophysics +17

Application of Unconventional Seismic Attributes and Unsupervised Machine Learning for the Identification of Fault and Fracture Network

Umar Ashraf, Hucai Zhang, Aqsa Anees et al. · Applied Sciences · 2020 · 101 citations · Full text

Computing, Geological Engineering, Geology +17

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