Modeling of wax disappearance temperature (WDT) using soft computing approaches: Tree-based models and hybrid models B Amiri-Ramsheh, M Safaei-Farouji, A Larestani, R Zabihi, ... Journal of Petroleum Science and Engineering 208, 109774, 2022 | 31 | 2022 |
Modeling Viscosity of CO2–N2 Gaseous Mixtures Using Robust Tree-Based Techniques: Extra Tree, Random Forest, GBoost, and LightGBM H Zheng, A Mahmoudzadeh, B Amiri-Ramsheh, A Hemmati-Sarapardeh ACS omega 8 (15), 13863-13875, 2023 | 11 | 2023 |
Modeling wax deposition of crude oils using cascade forward and generalized regression neural networks: Application to crude oil production B Amiri-Ramsheh, R Zabihi, A Hemmati-Sarapardeh Geoenergy Science and Engineering 224, 211613, 2023 | 10 | 2023 |
Modeling interfacial tension of surfactant–hydrocarbon systems using robust tree-based machine learning algorithms A Rashidi-Khaniabadi, E Rashidi-Khaniabadi, B Amiri-Ramsheh, ... Scientific Reports 13 (1), 10836, 2023 | 7 | 2023 |
Modeling hydrogen solubility in water: Comparison of adaptive boosting support vector regression, gene expression programming, and cubic equations of state Q Lv, T Zhou, H Zheng, B Amiri-Ramsheh, F Hadavimoghaddam, ... International Journal of Hydrogen Energy 57, 637-650, 2024 | 5 | 2024 |
On the evaluation of the carbon dioxide solubility in polymers using gene expression programming B Amiri-Ramsheh, M Nait Amar, M Shateri, A Hemmati-Sarapardeh Scientific Reports 13 (1), 12505, 2023 | 4 | 2023 |
Modeling thermal conductivity of hydrogen-based binary gaseous mixtures using generalized regression neural network A Naghizadeh, B Amiri-Ramsheh, S Atashrouz, MA Abuswer, A Abedi, ... International Journal of Hydrogen Energy 59, 242-250, 2024 | 2 | 2024 |
Steam flooding (steam drive) H Divandari, B Amiri-Ramsheh, R Zabihi Thermal Methods, 47-70, 2023 | 2 | 2023 |
Modeling apparent viscosity of waxy crude oils doped with polymers using tree-based models, radial basis function neural networks, and Gaussian process regression MS Adnan, M Safaei-Farouji, B Amiri-Ramsheh, A Hemmati-Sarapardeh Geoenergy Science and Engineering 235, 212689, 2024 | 1 | 2024 |
Modeling CO2 loading capacity of triethanolamine aqueous solutions using advanced white-box approaches: GMDH, GEP, and GP F Hadavimoghaddam, B Amiri-Ramsheh, S Atashrouz, MA Abuswer, Q Lv, ... Discover Applied Sciences 6 (2), 40, 2024 | 1 | 2024 |
Extensive data analysis and modelling of carbon dioxide solubility in ionic liquids using chemical structure-based ensemble learning approaches R Nakhaei-Kohani, B Amiri-Ramsheh, M Pourmahdi, S Atashrouz, ... Fluid Phase Equilibria 585, 114166, 2024 | | 2024 |
Modeling thermo-physical properties of hydrogen utilizing machine learning schemes: Viscosity, density, diffusivity, and thermal conductivity Q Lv, Z Li, X Li, A Naghizadeh, B Amiri-Ramsheh, M Sharifi, T Zhou, ... International Journal of Hydrogen Energy 72, 1127-1142, 2024 | | 2024 |
Modeling CO2 solubility in water using gradient boosting and light gradient boosting machine A Mahmoudzadeh, B Amiri-Ramsheh, S Atashrouz, A Abedi, MA Abuswer, ... Scientific Reports 14 (1), 13511, 2024 | | 2024 |