Modeling hydrogen solubility in hydrocarbons using extreme gradient boosting and equations of state MR Mohammadi, F Hadavimoghaddam, M Pourmahdi, S Atashrouz, ... Scientific reports 11 (1), 17911, 2021 | 81 | 2021 |
Estimation of tetracycline antibiotic photodegradation from wastewater by heterogeneous metal-organic frameworks photocatalysts J Abdi, M Hadipoor, F Hadavimoghaddam, A Hemmati-Sarapardeh Chemosphere 287, 132135, 2022 | 68 | 2022 |
Modeling of CO2 adsorption capacity by porous metal organic frameworks using advanced decision tree-based models J Abdi, F Hadavimoghaddam, M Hadipoor, A Hemmati-Sarapardeh Scientific reports 11 (1), 24468, 2021 | 63 | 2021 |
Prediction of Dead Oil Viscosity: Machine Learning vs. Classical Correlations F Hadavimoghaddam, M Ostadhassan, E Heidaryan, MA Sadri, ... Energies 14 (4), 930, 2021 | 51 | 2021 |
Predicting formation damage of oil fields due to mineral scaling during water-flooding operations: Gradient boosting decision tree and cascade-forward back-propagation network A Larestani, SP Mousavi, F Hadavimoghaddam, A Hemmati-Sarapardeh Journal of Petroleum Science and Engineering 208, 109315, 2022 | 48 | 2022 |
Reassessment of CO2 sequestration in tight reservoirs and associated formations O Ozotta, M Ostadhassan, K Liu, B Liu, O Kolawole, F Hadavimoghaddam Journal of Petroleum Science and Engineering 206, 109071, 2021 | 47 | 2021 |
Prediction of Water Saturation from Well Log Data by Machine Learning Algorithms: Boosting and Super Learner F Hadavimoghaddam, M Ostadhassan, MA Sadri, T Bondarenko, ... Journal of Marine Science and Engineering 9 (6), 666, 2021 | 43 | 2021 |
Probing Solubility and pH of CO2 in aqueous solutions: Implications for CO2 injection into oceans E Mohammadian, F Hadavimoghaddam, M Kheirollahi, M Jafari, ... Journal of CO2 Utilization 71, 102463, 2023 | 42 | 2023 |
Modeling solubility of CO2–N2 gas mixtures in aqueous electrolyte systems using artificial intelligence techniques and equations of state R Nakhaei-Kohani, E Taslimi-Renani, F Hadavimoghaddam, ... Scientific Reports 12 (1), 3625, 2022 | 39 | 2022 |
AFM vs. Nanoindentation: Nanomechanical properties of organic-rich Shale L Kong, F Hadavimoghaddam, C Li, K Liu, B Liu, A Semnani, ... Marine and Petroleum geology 132, 105229, 2021 | 39 | 2021 |
Application of robust machine learning methods to modeling hydrogen solubility in hydrocarbon fuels MR Mohammadi, F Hadavimoghaddam, S Atashrouz, ... International Journal of Hydrogen Energy 47 (1), 320-338, 2022 | 38 | 2022 |
Modelling minimum miscibility pressure of CO2-crude oil systems using deep learning, tree-based, and thermodynamic models: Application to CO2 sequestration and enhanced oil … Q Lv, R Zheng, X Guo, A Larestani, F Hadavimoghaddam, M Riazi, ... Separation and Purification Technology, 123086, 2023 | 37 | 2023 |
Modeling surface tension of ionic liquids by chemical structure-intelligence based models SP Mousavi, S Atashrouz, MN Amar, F Hadavimoghaddam, ... Journal of Molecular Liquids 342, 116961, 2021 | 29 | 2021 |
Predicting the surfactant-polymer flooding performance in chemical enhanced oil recovery: Cascade neural network and gradient boosting decision tree A Larestani, SP Mousavi, F Hadavimoghaddam, M Ostadhassan, ... Alexandria Engineering Journal 61 (10), 7715-7731, 2022 | 27 | 2022 |
Modeling hydrogen solubility in alcohols using machine learning models and equations of state MR Mohammadi, F Hadavimoghaddam, S Atashrouz, A Abedi, ... Journal of Molecular Liquids 346, 117807, 2022 | 24 | 2022 |
Modeling of H2S solubility in ionic liquids using deep learning: A chemical structure-based approach SP Mousavi, S Atashrouz, R Nakhaei-Kohani, F Hadavimoghaddam, ... Journal of Molecular Liquids 351, 118418, 2022 | 23 | 2022 |
Modeling the solubility of light hydrocarbon gases and their mixture in brine with machine learning and equations of state MR Mohammadi, F Hadavimoghaddam, S Atashrouz, A Abedi, ... Scientific reports 12 (1), 14943, 2022 | 22 | 2022 |
Data-driven modeling of H2 solubility in hydrocarbons using white-box approaches F Hadavimoghaddam, MR Mohammadi, S Atashrouz, D Nedeljkovic, ... International Journal of Hydrogen Energy 47 (78), 33224-33238, 2022 | 21 | 2022 |
Toward predicting SO2 solubility in ionic liquids utilizing soft computing approaches and equations of state MR Mohammadi, F Hadavimoghaddam, S Atashrouz, A Abedi, ... Journal of the Taiwan Institute of Chemical Engineers 133, 104220, 2022 | 21 | 2022 |
Comprehensive Outlook into Critical Roles of Pressure, Volume, and Temperature (PVT) and Phase Behavior on the Exploration and Development of Shale Oil B Liu, S Gao, E Mohammadian, F Hadavimoghaddam, S Tian, Y Xu, ... Energy & Fuels 36 (24), 14534-14553, 2022 | 19 | 2022 |