| Estimation of the viscosity of nine nanofluids using a hybrid GMDH-type neural network system S Atashrouz, G Pazuki, Y Alimoradi Fluid Phase Equilibria 372, 43-48, 2014 | 122 | 2014 |
| 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 | 64 | 2021 |
| Estimation of the viscosity of ionic liquids containing binary mixtures based on the Eyring’s theory and a modified Gibbs energy model S Atashrouz, M Zarghampour, S Abdolrahimi, G Pazuki, B Nasernejad Journal of Chemical & Engineering Data 59 (11), 3691-3704, 2014 | 63 | 2014 |
| Modeling the thermal conductivity of ionic liquids and ionanofluids based on a group method of data handling and modified Maxwell model S Atashrouz, M Mozaffarian, G Pazuki Industrial & Engineering Chemistry Research 54 (34), 8600-8610, 2015 | 61 | 2015 |
| Modeling gas/vapor viscosity of hydrocarbon fluids using a hybrid GMDH-type neural network system A Dargahi-Zarandi, A Hemmati-Sarapardeh, S Hajirezaie, B Dabir, ... Journal of Molecular Liquids 236, 162-171, 2017 | 52 | 2017 |
| Modeling of surface tension for ionic liquids using group method of data handling S Atashrouz, E Amini, G Pazuki Ionics 21, 1595-1603, 2015 | 50 | 2015 |
| A GMDH-type neural network for prediction of water activity in glycol and Poly (ethylene glycol) solutions S Atashrouz, G Pazuki, SS Kakhki Journal of Molecular Liquids 202, 95-100, 2015 | 42 | 2015 |
| Comparison of LSSVM model results with artificial neural network model for determination of the solubility of SO2 in ionic liquids H Mokarizadeh, S Atashrouz, H Mirshekar, A Hemmati-Sarapardeh, ... Journal of Molecular Liquids 304, 112771, 2020 | 40 | 2020 |
| Implementation of soft computing approaches for prediction of physicochemical properties of ionic liquid mixtures S Atashrouz, H Mirshekar, A Hemmati-Sarapardeh, MK Moraveji, ... Korean Journal of Chemical Engineering 34, 425–439, 2017 | 36 | 2017 |
| Viscosity and rheological properties of ethylene glycol+water+Fe3O4 nanofluids at various temperatures: Experimental and thermodynamics modeling S Atashrouz, M Mozaffarian, G Pazuki Korean Journal of Chemical Engineering 33, 2522-2529, 2016 | 36 | 2016 |
| Viscosity of ionic liquids: Application of the Eyring’s theory and a committee machine intelligent system SP Mousavi, S Atashrouz, M Nait Amar, A Hemmati-Sarapardeh, ... Molecules 26 (1), 156, 2020 | 31 | 2020 |
| On the evaluation of thermal conductivity of ionic liquids: modeling and data assessment S Atashrouz, A Hemmati-Sarapardeh, H Mirshekar, B Nasernejad, ... Journal of Molecular Liquids 224, 648-656, 2016 | 31 | 2016 |
| 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 | 28 | 2022 |
| 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 | 27 | 2021 |
| Surface alteration of polyamide fibers by polyamidoamine dendrimers and optimization of treatment process using neural network towards improving their dyeing properties M Dodangeh, K Gharanjig, M Arami, S Atashrouz Dyes and Pigments 111, 30-38, 2014 | 26 | 2014 |
| A robust modeling approach to predict the surface tension of ionic liquids S Atashrouz, H Mirshekar, A Mohaddespour Journal of Molecular Liquids 236, 344-357, 2017 | 25 | 2017 |
| Prediction of hydrogen solubility in aqueous solutions: Comparison of equations of state and advanced machine learning-metaheuristic approaches S Ansari, M Safaei-Farouji, S Atashrouz, A Abedi, A Hemmati-Sarapardeh, ... International Journal of Hydrogen Energy 47 (89), 37724-37741, 2022 | 23 | 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 | 20 | 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 | 19 | 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 | 19 | 2022 |
