Sadegh Karimpouli

Segmentation of digital rock images using deep convolutional autoencoder networks

Sadegh Karimpouli, Pejman Tahmasebi · Computers & Geosciences · 2019 · 292 citations

Convolutional Neural Network, Image Analysis, Machine Learning +9

Physics informed machine learning: Seismic wave equation

Sadegh Karimpouli, Pejman Tahmasebi · Geoscience Frontiers · 2020 · 158 citations · Full text

A new approach to improve neural networks' algorithm in permeability prediction of petroleum reservoirs using supervised committee machine neural network (SCMNN)

Sadegh Karimpouli, Nader Fathianpour, Jaber Roohi · Journal of Petroleum Science and Engineering · 2010 · 108 citations

Petroleum Reservoirs, Engineering, Machine Learning +5

Image-based velocity estimation of rock using Convolutional Neural Networks

Sadegh Karimpouli, Pejman Tahmasebi · Neural Networks · 2019 · 104 citations

Rock Slide, Convolutional Neural Network, Machine Vision +5

Coal Cleat/Fracture Segmentation Using Convolutional Neural Networks

Sadegh Karimpouli, Pejman Tahmasebi, Erik H. Saenger · Natural Resources Research · 2019 · 67 citations

Image Classification, Convolutional Neural Network, Image Analysis +7