PEER-REVIEWED JOURNAL ARTICLES

We have published more than 40 papers in ISI-ranked journals, mainly on the application of AI, machine learning and data mining in different science and engineering disciplines like Chemical Engineering, Natural Gas Engineering, Petroleum Engineering, Energy Systems Engineering and Biomedicine.

publication.png

2019

  1. Sinehbaghizadeh S., Roosta A., Rezaei N., Ghiasi M.M., Javanmardi J., Zendehboudi S., "Evaluation of phase equilibrium conditions of clathrate hydrates using connectionist modeling strategies"Fuel, 255: 115649, 2019.

  1. Ghiasi M.M., Zendehboudi S., “Decision tree-based methodology to select a proper approach for wart treatment”, Computers in Biology and Medicine, 108: 400-409, 2019.

  1. Ghiasi M.M., Abedi‐Farizhendi S., Mohammadi A.H., “Modeling Equilibrium Systems of Amine‐Based CO2 Capture by Implementing Machine Learning Approaches”, Environmental Progress & Sustainable Energy, In Press.

 

  1. Keshvari S., Abedi‐Farizhendi S., Ghiasi M.M., Mohammadi A.H., “Meta-Learning Modeling of the Incipient Dissociation Conditions of Clathrate Hydrates”, Journal of Dispersion Science and Technology, In Press.

 

  1. Yarveicy H., Saghafi H., Ghiasi M.M., Mohammadi A.H., “Decision tree‐based modeling of CO2 equilibrium absorption in different aqueous solutions of absorbents”, Environmental Progress & Sustainable Energy, 38 (s1), 441-448, 2019.

 

  1. Ghiasi M.M., Ghasemi M.F., Heidaripour V., Mohammadi A.H., “Distinct methodologies to assess the conditions of petroleum reservoirs with respect to onset of sand production”, Petroleum & Coal, 61(2): 339-350, 2019.

 

  1. Aslani A., Ghiasi M.M., Safari M., “Analysis of the Robustness of Canada Economy and Energy Supply/Demand Fluctuations”, Strategic Planning for Energy and the Environment, 38 (3), 7-26, 2019.

 

2018

  1. Ghasemi M.F., Ghiasi M.M., Mohammadi A.H., Garavand A., Noorollahi Y., “Coupled Thermo-Poro-Elastic modeling of near wellbore zone with stress dependent porous material properties”, Journal of Natural Gas Science and Engineering, 52: 559-574, 2018.

 

  1. Yarveicy H.R., Ghiasi M.M., Mohammadi A.H., “Determination of the gas hydrate limits to isenthalpic Joule-Thomson expansions”, Chemical Engineering Research and Design, 132: 208-214, 2018.

 

  1. Ghiasi M.M., Noorollahi Y., Aslani A., “Methane hydrate: Modeling and assessing the experimental data of incipient stability conditions”, Journal of Dispersion Science and Technology, 39(6): 848-861, 2018.

 

  1. Ghiasi M.M., Noorollahi Y., Aslani A., “CO2 hydrate: Modeling of incipient stability conditions and dissociation enthalpy”, Petroleum Science and Technology, 36(4): 259-265, 2018.

 

  1. Yarveicy H.R., Ghiasi M.M., Mohammadi A.H., “Performance evaluation of the machine learning approaches in modeling of CO2 equilibrium absorption in Piperazine aqueous solution”, Journal of Molecular Liquids, 255: 375-383, 2018.

 

2017

  1. Yarveicy H.R., Ghiasi M.M., “Modeling of gas hydrate phase equilibria: Extremely randomized trees and LSSVM approaches”, Journal of Molecular Liquids, 243: 533-541, 2017.

 

  1. Ghasemi M.F., Mehrpouya M., Ghiasi M.M., Mohammadi A.H., Zendehboudi S., “Regional tectonic state and poro-thermo-elasticity analysis of near wellbore zone in field development plan: Utilization of an uncoupled approach”, Journal of Natural Gas Science and Engineering, 46: 615-636, 2017.

 

  1. Ghiasi M.M., Mohammadi A.H., “Application of decision tree learning in modelling CO2 equilibrium absorption in ionic liquids”, Journal of Molecular Liquids, 242: 594-605, 2017.

 

  1. Saghafi H., Ghiasi M.M., Mohammadi A.H., “CO2 Capture with Aqueous Solution of Sodium Glycinate: Modeling Using an Ensemble Method”, International Journal of Greenhouse Gas Control, 62: 23-30, 2017.

 

  1. Saghafi H., Ghiasi M.M.., Mohammadi A.H., “Analyzing the experimental data of CO2 Equilibrium Absorption in the aqueous solution of DEA+MDEA with Random Forest and Leverage method”, International Journal of Greenhouse Gas Control, 63: 329-337, 2017.

 

  1. Ghiasi M.M., Hajinezhad A., Yousefi H., Mohammadi A.H.,” CO2 loading capacity of DEA aqueous solutions: Modeling and assessment of experimental data”, International Journal of Greenhouse Gas Control, 56: 298-301, 2017.

 

  1. Dadkhah M.R., Tatar A., Barati A., Najafi-Marghmaleki A., Ghiasi M.M., Mohammadi A.H., Pourfayaz F.,” Prediction of solubility of solid compounds in supercritical CO2 using a connectionist smart technique”, Journal of Supercritical Fluids, 120(1): 181-190, 2017.

 

2016

  1. Ghiasi M.M., Yarveicy H., Arabloo M., Mohammadi A.H., Behbahani R. M., “Modeling of stability conditions of clathrate hydrates using least squares support vector machine approach”, Journal of Molecular Liquids, 223: 1081-1092, 2016.

 

  1. Tatar A., Barati-Harooni A., Mohebbi A., Najafi-Marghmaleki A., Ghiasi M.M., Mohammadi A.H., Hajinezhad A., “Comparison of Two Soft Computing Approaches for Predicting CO2 Solubility in Aqueous Solution of Piperazine”, International Journal of Greenhouse Gas Control, 53: 85-97, 2016.

 

  1. Ghiasi M.M., Arabloo M., Mohammadi A.H., Barghi T., “Application of ANFIS soft computing technique in modeling the CO2 capture with MEA, DEA, and TEA aqueous solutions”, International Journal of Greenhouse Gas Control, 49: 47-54, 2016.

 

  1. Ejraei-Bakyani A., Sahebi H., Ghiasi M.M., Mirjordavi N., Esmaeilzadeh F., Lee M., Bahadori A., “Prediction of CO2-oil molecular diffusion using adaptive neuro-fuzzy inference system and particle swarm optimization technique”, Fuel, 181: 178-187, 2016.

 

  1. Ghiasi M.M.., Noorollahi Y., Aslani A., “Analysis of Energy System in South Africa Using Exponential Smoothing Approach and Regression Technique”, International Journal of Sustainable Economies Management, 5 (3): 51-67, 2016.

 

  1. Ghiasi M.M., Abdi J., Bahadori M., Lee M., Bahadori A., “Prediction of CO2 equilibrium moisture content using least squares support vector machines algorithm”, Petroleum & Coal, 58 (1): 27, 2016.

 

  1. Ghiasi M.M., Bahadori M., Lee M., Kashiwao T., Bahadori A., “Rapid prediction of Prandtl number of compressed air”, Chemical Engineering, New York, June 2016.

 

2015

  1. Ghiasi M.M., Mohammadi A.H., Bahadori A., Nikkhah M., “Reliable modeling of the sulfur properties for Claus sulfur recovery unit”, Separation Science and Technology, In Press.

 

  1. Ghiasi M.M., Mohammadi A.H., “Development of reliable models for determination of required monoethanolamine (MEA) circulation rate in amine plants”, Separation Science and Technology, 50: 2248-2256, 2015.

 

  1. Ghiasi M.M., Esmaeili-Jaghdan Z., Halali M.A., Lee M., Abbas A., Bahadori A., “Development of soft computing methods to predict moisture content of natural gases”, Journal of the Taiwan Institute of Chemical Engineers, 55: 36-41, 2015.

 

  1. Ghiasi M.M., Bahadori A., Zendehboudi S., Chatzis I., “Rigorous models to optimise stripping gas rate in natural gas dehydration units”, Fuel, 140: 421-428, 2015.

 

  1. Ghiasi M.M., Arabloo M., Bahadori A., Zendehboudi S., “Prediction of methanol loss in liquid hydrocarbon phase during natural gas hydrate inhibition using rigorous models”, Journal of Loss Prevention in the Process Industries, 33: 1-9, 2015.

 

  1. Arabloo M., Bahadori A., Ghiasi M.M., Lee M., Abbas A., Zendehboudi S., “A novel modeling approach to optimize oxygen–steam ratios in coal gasification process”, Fuel, 153: 1-5, 2015.

 

2014

  1. Ghiasi M.M., Shahdi A., Barati P., Arabloo M., “Robust modeling approach for estimation of compressibility factor in retrograde gas condensate systems”, Industrial & Engineering Chemistry Research, 53 (32): 12872-12887, 2014.

 

  1. Ghiasi M.M., Mohammadi A.H., “Rigorous modeling of CO2 equilibrium absorption in MEA, DEA, and TEA aqueous solutions”, Journal of Natural Gas Science and Engineering, 18: 39-46, 2014.

 

  1. Ghiasi M.M., Bahadori A., Zendehboudi S., “Estimation of triethylene glycol (TEG) purity in natural gas dehydration units using fuzzy neural network”, Journal of Natural Gas Science and Engineering, 17: 26-32, 2014.

 

  1. Ghiasi M.M., Bahadori A., Zendehboudi S., “Estimation of the water content of natural gas dried by solid calcium chloride dehydrator units”, Fuel, 117, Part A: 33-42, 2014.

 

  1. Ziaee H., Hosseini S.M., Sharafpoor A., Fazavi M., Ghiasi M.M., Bahadori A., “Prediction of solubility of carbon dioxide in different polymers using support vector machine algorithm”, Journal of the Taiwan Institute of Chemical Engineers, 46: 205-213, 2014.

 

  1. Yarveicy H., Moghaddam A.K., Ghiasi M.M., “Practical use of statistical learning theory for modeling freezing point depression of electrolyte solutions: LSSVM model”, Journal of Natural Gas Science and Engineering, 20: 414-421, 2014.

 

  1. Ghiasi M.M., Bahadori A., “A new correlation for accurate estimation of natural gases water content”, Petroleum & Coal, 56 (5): 582-594, 2014.

 

  1. Talebi R.,Ghiasi M.M., Talebi H., Mohammadyian M., Zendehboudi S., Arabloo M., Bahadori A., “Application of soft computing approaches for modeling saturation pressure of reservoir oils”, Journal of Natural Gas Science and Engineering, 20: 8-15, 2014.

 

2013

  1. Ghiasi M.M., Bahadori A., Zendehboudi S., Jamili A., Rezaei-Gomari S., “Novel methods predict equilibrium vapor methanol content during gas hydrate inhibition”, Journal of Natural Gas Science and Engineering, 15: 69-75, 2013.

 

  1. Ghiasi M.M., Mohammadi A.H., “Determination of Methane-Hydrate Phase Equilibrium in the Presence of Electrolytes or Organic Inhibitors by using a Semi-Theoretical Framework”, Energy Technology, 1(9): 519-529, 2013.

 

2012

  1. Ghiasi M.M., “Initial estimation of hydrate formation temperature of sweet natural gases based on new empirical correlation”, Journal of Natural Gas Chemistry, 21(5): 508-512, 2012.

 

 
 
NEED MORE DETAILS? Contact Essvai today.