
Mr Amin Shokrollahi
Higher Degree by Research Candidate
PhD Candidates
Australian School of Petroleum & Energy Resources
Faculty of Sciences, Engineering and Technology
PhD Candidate
My current research is primarily focused on mathematical modelling of fluid flow in porous media with a particular focus on secondary migration of oil/gas and CO2 sequestration. My research interests also include:
• Optimization and Data Analysis;
• Artificial Intelligence;
• Enhanced Oil Recovery (EOR);
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Appointments
Date Position Institution name 2021 - ongoing PhD Student University of Adelaide 2014 - 2021 Petroleum Engineer National Iranian South Oil Company, Full time 2013 - 2014 Research Assistant National Iranian Oil Company, Part Time 2012 - 2013 Reservoir Engineer Abdal Industrial Projects Management Co. (MAPSA), Part time -
Language Competencies
Language Competency English Can read, write, speak, understand spoken and peer review Persian Can read, write, speak, understand spoken and peer review -
Education
Date Institution name Country Title 2011 - 2013 Sharif University of Technology Iran M.Sc. 2007 - 2011 Petroleum University of Technology Iran B.Sc. -
Research Interests
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Journals
Year Citation 2019 Rostami, A., Shokrollahi, A., Esmaeili-Jaghdan, Z., & Ghazanfari, M. H. (2019). Rigorous silica solubility estimation in superheated steam: Smart modeling and comparative study. Environmental Progress and Sustainable Energy, 38(4), 9 pages.
Scopus4 WoS32019 Rostami, A., Shokrollahi, A., Shahbazi, K., & Ghazanfari, M. H. (2019). Application of a new approach for modeling the oil field formation damage due to mineral scaling. Oil and Gas Science and Technology, 74, 10 pages.
Scopus6 WoS52018 Rostami, A., Shokrollahi, A., & Ghazanfari, M. H. (2018). New method for predicting n-tetradecane/bitumen mixture density: Correlation development. Oil and Gas Science and Technology, 73, 11 pages.
Scopus6 WoS62017 Bengar, A., Moradi, S., Ganjeh-Ghazvini, M., & Shokrollahi, A. (2017). Optimized polymer flooding projects via combination of experimental design and reservoir simulation. Petroleum, 3(4), 461-469.
Scopus142017 Gharagheizi, F., Mohammadi, A. H., Arabloo, M., & Shokrollahi, A. (2017). Prediction of sand production onset in petroleum reservoirs using a reliable classification approach. Petroleum, 3(2), 280-285.
Scopus132017 Rostami, A., & Shokrollahi, A. (2017). Accurate prediction of water dewpoint temperature in natural gas dehydrators using gene expression programming approach. Journal of Molecular Liquids, 243, 196-204.
Scopus24 WoS242017 Niroomand-Toomaj, E., Etemadi, A., & Shokrollahi, A. (2017). Radial basis function modeling approach to prognosticate the interfacial tension CO<inf>2</inf>/Aquifer Brine. Journal of Molecular Liquids, 238, 540-544.
Scopus12 WoS112016 Naseri, S., Tatar, A., & Shokrollahi, A. (2016). Development of an accurate method to prognosticate choke flow coefficients for natural gas flow through nozzle and orifice type chokes. Flow Measurement and Instrumentation, 48, 1-7.
Scopus24 WoS202016 Kamari, A., Gharagheizi, F., Shokrollahi, A., Arabloo, M., & Mohammadi, A. H. (2016). Integrating a robust model for predicting surfactant-polymer flooding performance. Journal of Petroleum Science and Engineering, 137, 87-96.
Scopus37 WoS322015 Meybodi, M. K., Naseri, S., Shokrollahi, A., & Daryasafar, A. (2015). Prediction of viscosity of water-based Al<inf>2</inf>O<inf>3</inf>, TiO<inf>2</inf>, SiO<inf>2</inf>, and CuO nanofluids using a reliable approach. Chemometrics and Intelligent Laboratory Systems, 149, 60-69.
Scopus49 WoS452015 Darvish, H., Nouri-Taleghani, M., Shokrollahi, A., & Tatar, A. (2015). Geo-mechanical modeling and selection of suitable layer for hydraulic fracturing operation in an oil reservoir (south west of Iran). Journal of African Earth Sciences, 111, 409-420.
Scopus24 WoS172015 Shokrollahi, A., Tatar, A., & Safari, H. (2015). On accurate determination of PVT properties in crude oil systems: Committee machine intelligent system modeling approach. Journal of the Taiwan Institute of Chemical Engineers, 55, 17-26.
Scopus48 WoS442015 Tatar, A., Shokrollahi, A., Halali, M. A., Azari, V., & Safari, H. (2015). A Hybrid Intelligent Computational Scheme for Determination of Refractive Index of Crude Oil Using SARA Fraction Analysis. Canadian Journal of Chemical Engineering, 93(9), 1547-1555.
Scopus21 WoS192015 Arabloo, M., Shokrollahi, A., Ghazanfari, M. H., & Rashtchian, D. (2015). Characterization of viscous fingering during displacements of low tension natural surfactant in fractured multi-layered heavy oil systems. Chemical Engineering Research and Design, 96, 23-34.
Scopus9 WoS102015 Kamari, A., Arabloo, M., Shokrollahi, A., Gharagheizi, F., & Mohammadi, A. H. (2015). Rapid method to estimate the minimum miscibility pressure (MMP) in live reservoir oil systems during CO<inf>2</inf> flooding. Fuel, 153, 310-319.
Scopus65 WoS592015 Shokrollahi, A., Safari, H., Esmaeili-Jaghdan, Z., Ghazanfari, M. H., & Mohammadi, A. H. (2015). Rigorous modeling of permeability impairment due to inorganic scale deposition in porous media. Journal of Petroleum Science and Engineering, 130, 26-36.
Scopus14 WoS122015 Nouri-Taleghani, M., Mahmoudifar, M., Shokrollahi, A., Tatar, A., & Karimi-Khaledi, M. (2015). Fracture density determination using a novel hybrid computational scheme: A case study on an Iranian Marun oil field reservoir. Journal of Geophysics and Engineering, 12(2), 188-198.
Scopus15 WoS122015 Tatar, A., Shokrollahi, A., Lee, M., Kashiwao, T., & Bahadori, A. (2015). Prediction of supercritical CO<inf>2</inf>/brine relative permeability in sedimentary basins during carbon dioxide sequestration. Greenhouse Gases: Science and Technology, 5(6), 756-771.
Scopus11 WoS112015 Kalantari Meybodi, M., Shokrollahi, A., Safari, H., Lee, M., & Bahadori, A. (2015). A computational intelligence scheme for prediction of interfacial tension between pure hydrocarbons and water. Chemical Engineering Research and Design, 95, 79-92.
Scopus13 WoS142015 Soroush, E., Mesbah, M., Shokrollahi, A., Rozyn, J., Lee, M., Kashiwao, T., & Bahadori, A. (2015). Evolving a robust modeling tool for prediction of natural gas hydrate formation conditions. Journal of Unconventional Oil and Gas Resources, 12, 45-55.
Scopus242014 Soroush, E., Mesbah, M., Shokrollahi, A., Bahadori, A., & Ghazanfari, M. H. (2014). Prediction of methane uptake on different adsorbents in adsorbed natural gas technology using a rigorous model. Energy and Fuels, 28(10), 6299-6314.
Scopus26 WoS242014 Hemmati-Sarapardeh, A., Shokrollahi, A., Tatar, A., Gharagheizi, F., Mohammadi, A. H., & Naseri, A. (2014). Reservoir oil viscosity determination using a rigorous approach. Fuel, 116, 39-48.
Scopus101 WoS942014 Shokrollahi, A., Ghazanfari, M. H., & Badakhshan, A. (2014). Application of foam floods for enhancing heavy oil recovery through stability analysis and core flood experiments. Canadian Journal of Chemical Engineering, 92(11), 1975-1987.
Scopus21 WoS202014 Tatar, A., Yassin, M. R., Rezaee, M., Aghajafari, A. H., & Shokrollahi, A. (2014). Applying a robust solution based on expert systems and GA evolutionary algorithm for prognosticating residual gas saturation in water drive gas reservoirs. Journal of Natural Gas Science and Engineering, 21, 79-94.
Scopus41 WoS372014 Abdi, J., Bastani, D., Abdi, J., Mahmoodi, N. M., Shokrollahi, A., & Mohammadi, A. H. (2014). Assessment of competitive dye removal using a reliable method. Journal of Environmental Chemical Engineering, 2(3), 1672-1683.
Scopus152014 Yassin, M. R., Arabloo, M., Shokrollahi, A., & Mohammadi, A. H. (2014). Prediction of Surfactant Retention in Porous Media: A Robust Modeling Approach. Journal of Dispersion Science and Technology, 35(10), 1407-1418.
Scopus17 WoS152014 Fazavi, M., Hosseini, S. M., Arabloo, M., Shokrollahi, A., Nouri-Taleghani, M., & Amani, M. (2014). Applying a Smart Technique for Accurate Determination of Flowing Oil-Water Pressure Gradient in Horizontal Pipelines. Journal of Dispersion Science and Technology, 35(6), 882-888.
Scopus26 WoS272014 Safari, H., Shokrollahi, A., Moslemizadeh, A., Jamialahmadi, M., & Ghazanfari, M. H. (2014). Predicting the solubility of SrSO<inf>4</inf> in Na-Ca-Mg-Sr-Cl-SO<inf>4</inf>-H<inf>2</inf>O system at elevated temperatures and pressures. Fluid Phase Equilibria, 374, 86-101.
Scopus18 WoS192014 Safari, H., Shokrollahi, A., Jamialahmadi, M., Ghazanfari, M. H., Bahadori, A., & Zendehboudi, S. (2014). Prediction of the aqueous solubility of BaSO<inf>4</inf> using pitzer ion interaction model and LSSVM algorithm. Fluid Phase Equilibria, 374, 48-62.
Scopus56 WoS482014 Fayazi, A., Arabloo, M., Shokrollahi, A., Zargari, M. H., & Ghazanfari, M. H. (2014). State-of-the-art least square support vector machine application for accurate determination of natural gas viscosity. Industrial and Engineering Chemistry Research, 53(2), 945-958.
Scopus77 WoS702014 Majidi, S. M. J., Shokrollahi, A., Arabloo, M., Mahdikhani-Soleymanloo, R., & Masihi, M. (2014). Evolving an accurate model based on machine learning approach for prediction of dew-point pressure in gas condensate reservoirs. Chemical Engineering Research and Design, 92(5), 891-902.
Scopus43 WoS342014 Mesbah, M., Soroush, E., Shokrollahi, A., & Bahadori, A. (2014). Prediction of phase equilibrium of CO<inf>2</inf>/cyclic compound binary mixtures using a rigorous modeling approach. Journal of Supercritical Fluids, 90, 110-125.
Scopus34 WoS312013 Tatar, A., Shokrollahi, A., Mesbah, M., Rashid, S., Arabloo, M., & Bahadori, A. (2013). Implementing Radial Basis Function Networks for modeling CO<inf>2</inf>-reservoir oil minimum miscibility pressure. Journal of Natural Gas Science and Engineering, 15, 82-92.
Scopus109 WoS1012013 Arabloo, M., Shokrollahi, A., Gharagheizi, F., & Mohammadi, A. H. (2013). Toward a predictive model for estimating dew point pressure in gas condensate systems. Fuel Processing Technology, 116, 317-324.
Scopus70 WoS622013 Shokrollahi, A., Majidi, S. M. J., & Ghazanfari, M. H. (2013). Monitoring and characterizing the finger patterns developed by miscible displacement in fractured heavy oil systems. Industrial and Engineering Chemistry Research, 52(31), 10853-10863.
Scopus4 WoS32013 Farasat, A., Shokrollahi, A., Arabloo, M., Gharagheizi, F., & Mohammadi, A. H. (2013). Toward an intelligent approach for determination of saturation pressure of crude oil. Fuel Processing Technology, 115, 201-214.
Scopus81 WoS552013 Shokrollahi, A., Arabloo, M., Gharagheizi, F., & Mohammadi, A. H. (2013). Intelligent model for prediction of CO<inf>2</inf> - Reservoir oil minimum miscibility pressure. Fuel, 112, 375-384.
Scopus130 WoS1122013 Ahmadi, M. A., Ebadi, M., Shokrollahi, A., & Javad Majidi, S. M. (2013). Evolving artificial neural network and imperialist competitive algorithm for prediction oil flow rate of the reservoir. Applied Soft Computing Journal, 13(2), 1085-1098.
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Book Chapters
Year Citation 2017 Kamari, A., Gharagheizi, F., Shokrollahi, A., Arabloo, M., & Mohammadi, A. H. (2017). Estimating the drilling fluid density in the mud technology: Application in high temperature and high pressure petroleum wells. In Heavy Oil: Characteristics, Production and Emerging Technologies (pp. 285-295).
Scopus6
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Memberships
Date Role Membership Country 2021 - ongoing Member Society of Petroleum Engineering (SPE) Australia -
Editorial Boards
Date Role Editorial Board Name Institution Country 2022 - ongoing Associate Editor Journal of Geophysics and Engineering IOP Publishing Ltd. United Kingdom 2022 - ongoing Associate Editor Arabian Journal of Geosciences Springer Nature Group Germany 2022 - ongoing Associate Editor Journal of Petroleum Exploration and Production Technology Springer Nature Group Germany 2022 - ongoing Board Member Journal of Technology Innovations in Renewable Energy Lifescience Global Canada
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External Profiles