Classification of reservoir facies using well log and 3D seismic attributes for prospect evaluation and field development: A case study of Sawan gas field, Pakistan U Ashraf, P Zhu, Q Yasin, A Anees, M Imraz, HN Mangi, S Shakeel Journal of Petroleum Science and Engineering 175, 338-351, 2019 | 151 | 2019 |
A Core Logging, Machine Learning and Geostatistical Modeling Interactive Approach for Subsurface Imaging of Lenticular Geobodies in a Clastic Depositional System, SE Pakistan U Ashraf, H Zhang, A Anees, HN Mangi, M Ali, X Zhang, M Imraz, ... Natural Resources Research, 1-24, 2021 | 120 | 2021 |
Machine Learning-A novel Approach of Well Logs Similarity based on Synchronization Measures to Predict Shear Sonic Logs M Ali, R Jiang, M Huolin, H Pan, K Abbas, U Ashraf, J Ullah Journal of Petroleum Science and Engineering, 108602, 2021 | 109 | 2021 |
Controls on Reservoir Heterogeneity of a Shallow-Marine Reservoir in Sawan Gas Field, SE Pakistan: Implications for Reservoir Quality Prediction Using Acoustic Impedance Inversion U Ashraf, H Zhang, A Anees, M Ali, X Zhang, S Shakeel Abbasi, ... Water 12 (11), 2972, 2020 | 99 | 2020 |
Application of Unconventional Seismic Attributes and Unsupervised Machine Learning for the Identification of Fault and Fracture Network U Ashraf, H Zhang, A Anees, HN Mangi, M Ali, Z Ullah, X Zhang Applied Sciences 10 (11), 3864, 2020 | 90 | 2020 |
Building a rock physics model for the formation evaluation of the Lower Goru sand reservoir of the Southern Indus Basin in Pakistan M Ali, H Ma, H Pan, U Ashraf, R Jiang Journal of Petroleum Science and Engineering, 107461, 2020 | 80 | 2020 |
Channel identification using 3D seismic attributes and well logging in lower Shihezi Formation of Hangjinqi area, northern Ordos Basin, China A Anees, W Shi, U Ashraf, Q Xu Journal of Applied Geophysics 163, 139-150, 2019 | 70 | 2019 |
Exploring the power of machine learning to predict carbon dioxide trapping efficiency in saline aquifers for carbon geological storage project M Safaei-Farouji, HV Thanh, Z Dai, A Mehbodniya, M Rahimi, U Ashraf, ... Journal of Cleaner Production 372, 133778, 2022 | 67 | 2022 |
Pore structure characteristics and fractal dimension analysis of low rank coal in the Lower Indus Basin, SE Pakistan HN Mangi, Y Detian, N Hameed, U Ashraf, RH Rajpar Journal of Natural Gas Science and Engineering, 103231, 2020 | 66 | 2020 |
Application of robust intelligent schemes for accurate modelling interfacial tension of CO2 brine systems: Implications for structural CO2 trapping M Safaei-Farouji, HV Thanh, DS Dashtgoli, Q Yasin, AE Radwan, ... Fuel 319, 123821, 2022 | 64 | 2022 |
Reservoir Quality Prediction of Gas-Bearing Carbonate Sediments in the Qadirpur Field: Insights from Advanced Machine Learning Approaches of SOM and Cluster Analysis M Rashid, M Luo, U Ashraf, W Hussain, N Ali, N Rahman, S Hussain, ... Minerals 13 (1), 29, 2022 | 59 | 2022 |
Application of Machine Learning for Lithofacies Prediction and Cluster Analysis Approach to Identify Rock Type M Hussain, S Liu, U Ashraf, M Ali, W Hussain, N Ali, A Anees Energies 15 (12), 4501, 2022 | 50 | 2022 |
Sedimentary Facies Controls for Reservoir Quality Prediction of Lower Shihezi Member-1 of the Hangjinqi Area, Ordos Basin A Anees, H Zhang, U Ashraf, R Wang, K Liu, A Abbas, Z Ullah, X Zhang, ... Minerals 12 (2), 126, 2022 | 45 | 2022 |
Evaluation of the geothermal parameters to decipher the thermal structure of the upper crust of the Longmenshan fault zone derived from borehole data J Ullah, M Luo, U Ashraf, H Pan, A Anees, D Li, M Ali, J Ali Geothermics 98, 102268, 2022 | 45 | 2022 |
Improving predictions of shale wettability using advanced machine learning techniques and nature-inspired methods: Implications for carbon capture utilization and storage H Zhang, HV Thanh, M Rahimi, WJ Al-Mudhafar, S Tangparitkul, T Zhang, ... Science of The Total Environment 877, 162944, 2023 | 44 | 2023 |
Identification of Favorable Zones of Gas Accumulation Via Fault Distribution and Sedimentary Facies: Insights from Hangjinqi Area, Northern Ordos Basin A Anees, H Zhang, U Ahraf, R Wang, K Liu, HN Mangi, R Jiang, X Zhang, ... Frontiers in Earth Science 9, 1375, 2022 | 43 | 2022 |
A novel machine learning approach for detecting outliers, rebuilding well logs, and enhancing reservoir characterization M Ali, P Zhu, M Huolin, H Pan, K Abbas, U Ashraf, J Ullah, R Jiang, ... Natural Resources Research 32 (3), 1047-1066, 2023 | 37 | 2023 |
Application of hybrid artificial intelligent models to predict deliverability of underground natural gas storage sites HV Thanh, A Zamanyad, M Safaei-Farouji, U Ashraf, Z Hemeng Renewable Energy 200, 169-184, 2022 | 37 | 2022 |
Evaluation of facies heterogeneity in reef carbonate reservoirs: A case study from the oil field, Perm Krai, Central-Eastern Russia DA Martyushev, PO Chalova, S Davoodi, U Ashraf Geoenergy Science and Engineering 227, 211814, 2023 | 36 | 2023 |
Sand-ratio distribution in an unconventional tight sandstone reservoir of Hangjinqi area, Ordos Basin: Acoustic impedance inversion-based reservoir quality prediction A Anees, H Zhang, U Ashraf, R Wang, HV Thanh, AE Radwan, J Ullah, ... Frontiers in Earth Science 10, 1018105, 2022 | 36 | 2022 |