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Author

Mohammad-Reza Mohammadi

Observed name: M. Mohammadi
ORCID: 0000-0002-6303-4246
Observed ORCID: 0000-0002-6303-4246
OpenAlex ID: A5009478558
Evolution of porosity in kerogen type I during hydrous and anhydrous pyrolysis: Experimental study, mechanistic understanding, and model development
2023 · Bo Liu, Mohammad-Reza Mohammadi, et al. · Fuel · 130
Modeling hydrogen solubility in hydrocarbons using extreme gradient boosting and equations of state
2021 · Mohammad-Reza Mohammadi, Fahime Hadavimoghaddam, et al. · Scientific Reports · 113
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Application of cascade forward neural network and group method of data handling to modeling crude oil pyrolysis during thermal enhanced oil recovery
2021 · Mohammad-Reza Mohammadi, Abdolhossein Hemmati-Sarapardeh, et al. · Journal of Petroleum Science and Engineering · 97
Modeling solubility of CO2–N2 gas mixtures in aqueous electrolyte systems using artificial intelligence techniques and equations of state
2022 · Reza Nakhaei-Kohani, Ehsan Taslimi-Renani, et al. · Scientific Reports · 53
Application of robust machine learning methods to modeling hydrogen solubility in hydrocarbon fuels
2021 · Mohammad-Reza Mohammadi, Fahimeh Hadavimoghaddam, et al. · International Journal of Hydrogen Energy · 51
Experimental measurement and modeling of asphaltene adsorption onto iron oxide and lime nanoparticles in the presence and absence of water
2023 · Sajjad Ansari, Mohammad-Reza Mohammadi, et al. · Scientific Reports · 43
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Modelling CO2 diffusion coefficient in heavy crude oils and bitumen using extreme gradient boosting and Gaussian process regression
2023 · Qichao Lv, Ali Rashidi-Khaniabadi, et al. · Energy · 40
Modeling interfacial tension of surfactant–hydrocarbon systems using robust tree-based machine learning algorithms
2023 · Ali Rashidi-Khaniabadi, Elham Rashidi-Khaniabadi, et al. · Scientific Reports · 37
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Evaluation of asphaltene adsorption on minerals of dolomite and sandstone formations in two and three-phase systems
2021 · Mohammad-Reza Mohammadi, Hamid Bahmaninia, et al. · ADVANCES IN GEO-ENERGY RESEARCH · 37
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Modeling surface tension of ionic liquids by chemical structure-intelligence based models
2021 · Seyed-Pezhman Mousavi, Saeid Atashrouz, et al. · Journal of Molecular Liquids · 35
Modeling the solubility of light hydrocarbon gases and their mixture in brine with machine learning and equations of state
2022 · Mohammad-Reza Mohammadi, Fahimeh Hadavimoghaddam, et al. · Scientific Reports · 33
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Experimental investigation and intelligent modeling of pore structure changes in type III kerogen-rich shale artificially matured by hydrous and anhydrous pyrolysis
2023 · Bo Liu, Mohammad-Reza Mohammadi, et al. · Energy · 32
Modeling hydrogen solubility in alcohols using machine learning models and equations of state
2021 · Mohammad-Reza Mohammadi, Fahimeh Hadavimoghaddam, et al. · Journal of Molecular Liquids · 31
On the evaluation of crude oil oxidation during thermogravimetry by generalised regression neural network and gene expression programming: application to thermal enhanced oil recovery
2021 · Mohammad-Reza Mohammadi, Abdolhossein Hemmati-Sarapardeh, et al. · Combustion Theory and Modelling · 30
Toward mechanistic understanding of asphaltene adsorption onto quartz surface: The roles of size, concentration, and hydrophobicity of quartz, asphaltene composition, flow condition, and aqueous phase
2021 · Hamid Bahmaninia, Sajjad Ansari, et al. · Journal of Petroleum Science and Engineering · 30
Pore structure evolution of Qingshankou shale (kerogen type I) during artificial maturation via hydrous and anhydrous pyrolysis: Experimental study and intelligent modeling
2023 · Bo Liu, Mohammad-Reza Mohammadi, et al. · Energy · 29
Data-driven modeling of H2 solubility in hydrocarbons using white-box approaches
2022 · Fahimeh Hadavimoghaddam, Mohammad-Reza Mohammadi, et al. · International Journal of Hydrogen Energy · 27
Modeling of nitrogen solubility in normal alkanes using machine learning methods compared with cubic and PC-SAFT equations of state
2021 · Seyed Ali Madani, Mohammad-Reza Mohammadi, et al. · Scientific Reports · 27
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Experimental Measurement and Equilibrium Modeling of Adsorption of Asphaltenes from Various Origins onto the Magnetite Surface under Static and Dynamic Conditions
2021 · Mohammad-Reza Mohammadi, Sajjad Ansari, et al. · ACS Omega · 24
Modeling Interfacial Tension of N2/CO2 Mixture + n-Alkanes with Machine Learning Methods: Application to EOR in Conventional and Unconventional Reservoirs by Flue Gas Injection
2022 · Erfan Salehi, Mohammad-Reza Mohammadi, et al. · Minerals · 23
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Toward predicting SO2 solubility in ionic liquids utilizing soft computing approaches and equations of state
2022 · Mohammad-Reza Mohammadi, Fahimeh Hadavimoghaddam, et al. · Journal of the Taiwan Institute of Chemical Engineers · 23
On the evaluation of asphaltene adsorption onto dolomite surface: The roles of flow condition, composition of asphaltene, and dolomite size
2022 · Sajjad Ansari, Hamid Bahmaninia, et al. · Alexandria Engineering Journal · 21
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Integrating experimental study and intelligent modeling of pore evolution in the Bakken during simulated thermal progression for CO2 storage goals
2024 · Chao Wang, Bo Liu, et al. · Applied Energy · 20
Studying rheological behavior of nanoclay as oil well drilling fluid
2013 · M. Mohammadi, M. Kouhi, et al. · Research on Chemical Intermediates · 20
Modeling of nitrogen solubility in unsaturated, cyclic, and aromatic hydrocarbons: Deep learning methods and SAFT equation of state
2021 · Mohammad-Reza Mohammadi, Fahimeh Hadavimoghaddam, et al. · Journal of the Taiwan Institute of Chemical Engineers · 18
Works count: 46
Citation count: 1,180
H-index: 21
I10-index: 33
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