Our Research

Research and Publications by Dr. Mohammad Islam Miah (Assistant Professor, Dept. of PME)

Selective Publications (2016-2020)

• Miah, M.I., Ahmed, S. & Zendehboudi, S. (2020). Model Development for Shear Sonic Velocity Using Geophysical Log Data: Sensitivity Analysis and Statistical Assessment, Journal of Natural Gas Science and Engineering (Under-review, IF. 3.859).
• Kondori, J., Miah, M. I., Zendehboudi, S., Khan, F., & Heagle, D. (2020). Hybrid connectionist models to assess recovery performance of low salinity water injection. Journal of Petroleum Science and Engineering, 107833. (Published, IF. 2.886).
• Miah, M.I. (2020). Predictive Models and Feature Ranking in Reservoir Geomechanics: A Critical Review and Research Guidelines. Journal of Natural Gas Science and Engineering, 103493. (Published, IF. 3.859).
• Miah, M.I., Ahmed, S., Zendehboudi, S., & Butt, S. (2020). Machine Learning Approach to Model Rock Strength: Prediction and Variable Selection with Aid of Log Data, Rock Mechanics and Rock Engineering Journal, RMRE 2184, Springer. (Published, IF. 4.10).
• Miah, M.I., Zendehboudi, S. & Ahmed, S. (2020). Log Data-Driven Model and Feature Ranking for Water Saturation Prediction Using Machine Learning Approach, Journal of Petroleum Science and Engineering, PETROL-18979, Elsevier (Published, IF. 2.886).
• Miah, M.I., Ahmed, S. & Zendehboudi, S. (2019). Connectionist and mutual information tools to determine water saturation and rank input log variables, Journal of Petroleum Science and Engineering, PETROL-106741, Elsevier (Published, IF. 2.886).
• Miah, M.I., Elhaj, M.A., Ahmed, S., and Hossain, M.E., (2018). Modeling of Temperature Distribution and Oil Displacement during Thermal Recovery in Porous Media: A Critical Review, FUEL Journal. Volume 226, 15 August 2018, Pages 423-440, Elsevier. (Published, IF. 5.128).
• Elhaj, M.., Miah, M.I. & Khamis, M.A. (2019). Prediction of Two-Phase Flow Rate through Chokes using Artificial Intelligence, The 28th Annual Newfoundland Electrical and Computer Engineering Conference (NECEC), 19 November 2019, St. John’s, NL. (Published)
• Miah, M. I., Deb, P. K., Rahman, M. S., & Hossain, M. E. (2017). Application of Memory Concept on Petroleum Reservoir Characterization: A Critical Review. Society of Petroleum Engineers. doi:10.2118/187676-MS (Published)
• Kommineni, M., Kavanamani, R., Kurupati, A., Cherian, T. T., Aborig, A. M., Hossain, M., Miah, M.I. (2017). Effect of Varying Permeability on Inflow Performance Curve of Gas Reservoirs. Society of Petroleum Engineers. doi:10.2118/185351-MS (Published)
• Rahman, M. S., Miah, M.I., Akter, F. and Hossain, M. E. (2016). Revisiting Reservoir Fluid Properties with Memory Concept, International Conference on Petroleum Engineering 2016, 31 December, BUET. (Published)
• Rahman, M. S., Miah, M.I., Rahman, M. Ahmed, S. and Hossain, M. E., (2016). PVT Properties of Heavy Oil-A Critical Review, ICPE 2016, 31 December, BUET, Bangladesh. (Published)
• Elhaj, M.., Miah, M.I. & Khamis, M.A. (2019). Prediction of Two-Phase Flow Rate through Chokes using Artificial Intelligence, The 28th Annual Newfoundland Electrical and Computer Engineering Conference (NECEC), 19 November 2019, St. John’s, NL, Canada. (Presented and Published)
• Miah, M.I., Ahmed, S., and Zendehboudi, S. (2019). Estimation of Rock Strength Using Machine Learning Tools Based on Log Data, 69th Canadian Chemical Engineering Conference, October 20-23, 2019, Halifax, NS, Canada. (Presented)
• Miah, M.I., Ahmed, S., and S, Zendehboudi, (2018). Information Theoretic Measures for Reservoir Characterization, 68th Canadian Chemical Engineering Conference, October 28-31, 2018. Toronto, ON, Canada (Presented)
• Miah, M.I. (2016). Reservoir quality assessment using wireline log data: A case study. Canada Regional Student Paper Contest, SSPE, MUN, St. John’s, NL., 24 March 2016. (Presented)