Reza Shams

Coupled generative adversarial and auto-encoder neural networks to reconstruct three-dimensional multi-scale porous media

Reza Shams, Mohsen Masihi, Ramin Bozorgmehry Boozarjomehry et al. · Journal of Petroleum Science and Engineering · 2019 · 108 citations

Engineering, Generative Adversarial Network, Computational Imaging +6

DeePore: A deep learning workflow for rapid and comprehensive characterization of porous materials

Arash Rabbani, Masoud Babaei, Reza Shams et al. · Advances in Water Resources · 2020 · 101 citations · Full text

Materials Science, Pore Structure, Convolutional Neural Network +9

Appraising the impacts of SiO2, ZnO and TiO2 nanoparticles on rheological properties and shale inhibition of water-based drilling muds

Ali Esfandyari Bayat, Reza Shams · Colloids and Surfaces A Physicochemical and Engineering Aspects · 2019 · 84 citations

Materials Science, Geotechnical Engineering, Chemical Engineering +12

Non-Newtonian fluid flow dynamics in rotating annular media: Physics-based and data-driven modeling

Reza Ershadnia, Mohammad Amin Amooie, Reza Shams et al. · Journal of Petroleum Science and Engineering · 2019 · 51 citations

Data-driven Modeling, Engineering, Fluid-structure Interaction +9

A hybrid of statistical and conditional generative adversarial neural network approaches for reconstruction of 3D porous media (ST-CGAN)

Reza Shams, Mohsen Masihi, Ramin Bozorgmehry Boozarjomehry et al. · Advances in Water Resources · 2021 · 40 citations

Image Analysis, Machine Learning, Medical Imaging +11