| Application of supervised machine learning paradigms in the prediction of petroleum reservoir properties: Comparative analysis of ANN and SVM models DA Otchere, TOA Ganat, R Gholami, S Ridha Journal of Petroleum Science and Engineering 200, 108182, 2021 | 444 | 2021 |
| Application of gradient boosting regression model for the evaluation of feature selection techniques in improving reservoir characterisation predictions DA Otchere, TOA Ganat, JO Ojero, BN Tackie-Otoo, MY Taki Journal of Petroleum Science and Engineering 208, 109244, 2022 | 164 | 2022 |
| Emerging applications of nanomaterials in chemical enhanced oil recovery: Progress and perspective N Lashari, T Ganat Chinese Journal of Chemical Engineering 28 (8), 1995-2009, 2020 | 91 | 2020 |
| A novel custom ensemble learning model for an improved reservoir permeability and water saturation prediction DA Otchere, TOA Ganat, R Gholami, M Lawal Journal of Natural Gas Science and Engineering 91, 103962, 2021 | 69 | 2021 |
| Biopolymeric formulations for filtrate control applications in water-based drilling muds: A review I Ali, M Ahmad, T Ganat Journal of Petroleum Science and Engineering 210, 110021, 2022 | 59 | 2022 |
| Chemical sand consolidation: From polymers to nanoparticles FS Alakbari, ME Mohyaldinn, AS Muhsan, N Hasan, T Ganat Polymers 12 (5), 1069, 2020 | 58 | 2020 |
| Recent advances in multifunctional proppant technology and increased well output with micro and nano proppants DK Danso, BM Negash, TY Ahmed, N Yekeen, TAO Ganat Journal of Petroleum Science and Engineering 196, 108026, 2021 | 55 | 2021 |
| A perspective on the potential application of bio-inhibitors for shale stabilization during drilling and hydraulic fracturing processes AK Quainoo, BM Negash, CB Bavoh, TO Ganat, BN Tackie-Otoo Journal of Natural Gas Science and Engineering 79, 103380, 2020 | 53 | 2020 |
| Impact of nanoparticles stability on rheology, interfacial tension, and wettability in chemical enhanced oil recovery: A critical parametric review N Lashari, T Ganat, KA Elraies, MA Ayoub, S Kalam, TA Chandio, ... Journal of Petroleum Science and Engineering 212, 110199, 2022 | 51 | 2022 |
| Fundamentals of reservoir rock properties TAAO Ganat Springer, 2020 | 48 | 2020 |
| Performance evaluation of silica nanofluid for sand column transport with simultaneous wettability alteration: An approach to environmental issue RS Kumar, TAA Ganat, T Sharma Journal of Cleaner Production 303, 127047, 2021 | 37 | 2021 |
| Experimental investigation of GO-HPAM and SiO2-HPAM composite for cEOR: Rheology, interfacial tension reduction, and wettability alteration D Kumar, T Ganat, N Lashari, MA Ayoub, S Kalam, TA Chandio, ... Colloids and Surfaces A: Physicochemical and Engineering Aspects 637, 128189, 2022 | 35 | 2022 |
| Influence of degree of dispersion of noncovalent functionalized graphene nanoplatelets on rheological behaviour of aqueous drilling fluids A Ibrahim, S Ridha, A Amer, R Shahari, T Ganat International Journal of Chemical Engineering 2019 (1), 8107168, 2019 | 32 | 2019 |
| Navigating viscosity of GO-SiO2/HPAM composite using response surface methodology and supervised machine learning models N Lashari, T Ganat, D Otchere, S Kalam, I Ali Journal of Petroleum Science and Engineering 205, 108800, 2021 | 31 | 2021 |
| Synthesized graphene oxide and fumed aerosil 380 dispersion stability and characterization with partially hydrolyzed polyacrylamide N Lashari, T Ganat Chinese Journal of Chemical Engineering 34, 307-322, 2021 | 25 | 2021 |
| Experimental investigation of high-viscosity oil–water flow in vertical pipes: flow patterns and pressure gradient T Ganat, S Ridha, M Hairir, J Arisa, R Gholami Journal of Petroleum Exploration and Production Technology 9, 2911-2918, 2019 | 24 | 2019 |
| Experimental study on water-based mud: investigate rheological and filtration properties using cupressus cones powder I Ali, M Ahmad, TAA Ganat Journal of Petroleum Exploration and Production Technology 12 (10), 2699-2709, 2022 | 20 | 2022 |
| A review on application of nanoparticles in cEOR: Performance, mechanisms, and influencing parameters D Kumar, N Lashari, T Ganat, MA Ayoub, AA Soomro, TA Chandio Journal of Molecular Liquids 353, 118821, 2022 | 20 | 2022 |
| Data analytics and Bayesian Optimised Extreme Gradient Boosting approach to estimate cut-offs from wireline logs for net reservoir and pay classification DA Otchere, TOA Ganat, V Nta, ET Brantson, T Sharma Applied Soft Computing 120, 108680, 2022 | 20 | 2022 |
| A novel empirical and deep ensemble super learning approach in predicting reservoir wettability via well logs DA Otchere, M Abdalla Ayoub Mohammed, TOA Ganat, R Gholami, ... Applied Sciences 12 (6), 2942, 2022 | 20 | 2022 |
Daniel Asante OtchereAI/ML Scientific Engineer, Institute for Computational & Data Sciences, Penn State UniversityVerified email at psu.edu