Serveh Kamrava

Machine learning in geo- and environmental sciences: From small to large scale

Pejman Tahmasebi, Serveh Kamrava, Tao Bai et al. · Advances in Water Resources · 2020 · 272 citations

Engineering, Machine Learning, Data Science +7

Linking Morphology of Porous Media to Their Macroscopic Permeability by Deep Learning

Serveh Kamrava, Pejman Tahmasebi, Muhammad Sahimi · Transport in Porous Media · 2019 · 160 citations

Their Macroscopic Permeability, Pore Structure, Engineering +10

Enhancing images of shale formations by a hybrid stochastic and deep learning algorithm

Serveh Kamrava, Pejman Tahmasebi, Muhammad Sahimi · Neural Networks · 2019 · 94 citations

Geometric Learning, Image Classification, Convolutional Neural Network +10

Simulating fluid flow in complex porous materials by integrating the governing equations with deep-layered machines

Serveh Kamrava, Muhammad Sahimi, Pejman Tahmasebi · npj Computational Materials · 2021 · 60 citations · Full text

Rapid multiscale modeling of flow in porous media

Pejman Tahmasebi, Serveh Kamrava · Physical review. E · 2018 · 58 citations

Geotechnical Engineering, Pore Structure, Engineering +12