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 · 128 citations

Facies Analysis, Core Logging, Machine Learning +10

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

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 · 102 citations · Full text

Engineering, Acoustical Oceanography, Underwater Acoustic +26

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 · 96 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +23

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