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Reza Shams
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Coupled generative adversarial and auto-encoder neural networks to reconstruct three-dimensional multi-scale porous media
R Shams, M Masihi, RB Boozarjomehry, MJ Blunt
Journal of Petroleum Science and Engineering 186, 106794, 2020
772020
DeePore: A deep learning workflow for rapid and comprehensive characterization of porous materials
A Rabbani, M Babaei, R Shams, Y Da Wang, T Chung
Advances in Water Resources 146, 103787, 2020
762020
Appraising the impacts of SiO2, ZnO and TiO2 nanoparticles on rheological properties and shale inhibition of water-based drilling muds
AE Bayat, R Shams
Colloids and Surfaces A: Physicochemical and Engineering Aspects 581, 123792, 2019
652019
Non-Newtonian fluid flow dynamics in rotating annular media: Physics-based and data-driven modeling
R Ershadnia, MA Amooie, R Shams, S Hajirezaie, Y Liu, S Jamshidi, ...
Journal of Petroleum Science and Engineering 185, 106641, 2020
482020
Review of data science trends and issues in porous media research with a focus on image‐based techniques
A Rabbani, AM Fernando, R Shams, A Singh, P Mostaghimi, M Babaei
Water Resources Research 57 (10), e2020WR029472, 2021
242021
New correlations for predicting pure and impure natural gas viscosity
M Izadmehr, R Shams, MH Ghazanfari
Journal of Natural Gas Science and Engineering 30, 364-378, 2016
242016
A hybrid of statistical and conditional generative adversarial neural network approaches for reconstruction of 3D porous media (ST-CGAN)
R Shams, M Masihi, RB Boozarjomehry, MJ Blunt
Advances in Water Resources 158, 104064, 2021
202021
An intelligent modeling approach for prediction of thermal conductivity of CO2
R Shams, S Esmaili, S Rashid, M Suleymani
Journal of Natural Gas Science and Engineering 27, 138-150, 2015
182015
Pore level characterization of Micro-CT images using percolation theory
M Masihi, R Shams, PR King
Journal of Petroleum Science and Engineering 211, 110113, 2022
132022
Experimental investigation of two phase flow in horizontal wells: Flow regime assessment and pressure drop analysis
R Shams, A Tavakoli, S Shad
Experimental Thermal and Fluid Science 88, 55-64, 2017
132017
A robust modeling approach for predicting the rheological behavior of thixotropic fluids
MV Farahani, R Shams, S Jamshidi
80th EAGE Conference and Exhibition 2018 2018 (1), 1-5, 2018
102018
Experimental study of two-phase oil–polymer flow in horizontal flow path
R Shams, S Shad
Experimental Thermal and Fluid Science 100, 62-75, 2019
82019
Application of the modified capacitance-resistance method to model reservoir pressure maintenance
A Lesan, R Shams, P Pourafshary, A Bahrodi, H Rastkerdar
Results in Engineering 19, 101231, 2023
12023
Reducing Uncertainties in Thin Section Characterization using Deep Learning
R Shams, M Masihi, RB Boozarjomehry, MJ Blunt
The International Rock Imaging Summit - 2021, 2021
2021
Reconstruction of Multi-Scale Carbonate Porous Media using Multi-point Statistics and Auto-Encoder Deep Neural Network
R Shams, M Masihi, R Bozorgmehry Boozarjomehry, MJ Blunt
The 11th International Chemical Engineering Congress & Exhibition (IChEC 2020), 2020
2020
Experimental Investigation of Two Phase Flow in Horizontal Pipes: Oil-Water and Oil-Polymer, Flow Regime Assessment and Pressure Drop Modification
R Shams, S Shad
22nd World Petroleum Congress, 2017
2017
Results in Engineering
A Lesan, R Shams, P Pourafshary, A Bahrodi, H Rastkerdar
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