Umar Ashraf

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

Application of robust intelligent schemes for accurate modelling interfacial tension of CO2 brine systems: Implications for structural CO2 trapping

Majid Safaei-Farouji, Hung Vo Thanh, Danial Sheini Dashtgoli et al. · Fuel · 2022 · 100 citations · Full text

Engineering, Chemical Engineering, Materials Engineering +16