| Segmentation of digital rock images using deep convolutional autoencoder networks S Karimpouli, P Tahmasebi Computers & geosciences 126, 142-150, 2019 | 299 | 2019 |
| Physics informed machine learning: Seismic wave equation S Karimpouli, P Tahmasebi Geoscience Frontiers 11 (6), 1993-2001, 2020 | 139 | 2020 |
| A new approach to improve neural networks' algorithm in permeability prediction of petroleum reservoirs using supervised committee machine neural network (SCMNN) S Karimpouli, N Fathianpour, J Roohi Journal of Petroleum Science and Engineering 73 (3-4), 227-232, 2010 | 133 | 2010 |
| Image-based velocity estimation of rock using convolutional neural networks S Karimpouli, P Tahmasebi Neural Networks 111, 89-97, 2019 | 103 | 2019 |
| A review of experimental and numerical modeling of digital coalbed methane: Imaging, segmentation, fracture modeling and permeability prediction S Karimpouli, P Tahmasebi, HL Ramandi International Journal of Coal Geology 228, 103552, 2020 | 72 | 2020 |
| Using a Feature Subset Selection method and Support Vector Machine to address curse of dimensionality and redundancy in Hyperion hyperspectral data classification A Salimi, M Ziaii, A Amiri, MH Zadeh, S Karimpouli, M Moradkhani The Egyptian Journal of Remote Sensing and Space Science 21 (1), 27-36, 2018 | 71 | 2018 |
| Conditional reconstruction: An alternative strategy in digital rock physics S Karimpouli, P Tahmasebi Geophysics 81 (4), D465-D477, 2016 | 58 | 2016 |
| Coal cleat/fracture segmentation using convolutional neural networks S Karimpouli, P Tahmasebi, EH Saenger Natural Resources Research 29 (3), 1675-1685, 2020 | 56 | 2020 |
| Stochastic modeling of coal fracture network by direct use of micro-computed tomography images S Karimpouli, P Tahmasebi, HL Ramandi, P Mostaghimi, M Saadatfar International Journal of Coal Geology 179, 153-163, 2017 | 55 | 2017 |
| Effects of pore-crack relative location on crack propagation in porous media using XFEM method M Rezanezhad, SA Lajevardi, S Karimpouli Theoretical and Applied Fracture Mechanics 103, 102241, 2019 | 41 | 2019 |
| Prediction of porosity and water saturation using pre-stack seismic attributes: a comparison of Bayesian inversion and computational intelligence methods H Fattahi, S Karimpouli Computational Geosciences 20, 1075-1094, 2016 | 41 | 2016 |
| Application of probabilistic facies prediction and estimation of rock physics parameters in a carbonate reservoir from Iran S Karimpouli, H Hassani, M Nabi-Bidhendi, H Khoshdel, A Malehmir Journal of Geophysics and Engineering 10 (1), 015008, 2013 | 39 | 2013 |
| Estimating 3D elastic moduli of rock from 2D thin-section images using differential effective medium theory S Karimpouli, P Tahmasebi, EH Saenger Geophysics 83 (4), MR211-MR219, 2018 | 36 | 2018 |
| Automated diffraction delineation using an apex-shifted Radon transform S Karimpouli, A Malehmir, H Hassani, H Khoshdel, M Nabi-Bidhendi Journal of Geophysics and Engineering 12 (2), 199-209, 2015 | 36 | 2015 |
| Computing heterogeneous core sample velocity using digital rock physics: a multiscale approach S Karimpouli, A Faraji, M Balcewicz, EH Saenger Computers & Geosciences 135, 104378, 2020 | 34 | 2020 |
| 3D multi‐fractal analysis of porous media using 3D digital images: considerations for heterogeneity evaluation S Karimpouli, P Tahmasebi Geophysical Prospecting 67 (4-Rock Physics: from microstructure to seismic …, 2019 | 28 | 2019 |
| A hierarchical sampling for capturing permeability trend in rock physics S Karimpouli, P Tahmasebi Transport in Porous Media 116, 1057-1072, 2017 | 23 | 2017 |
| Multistep Super Resolution Double-U-net (SRDUN) for enhancing the resolution of Berea sandstone images S Karimpouli, R Kadyrov Journal of Petroleum Science and Engineering 216, 110833, 2022 | 22 | 2022 |
| Application of equivalent circle and ellipse for pore shape modeling in crack growth problem: A numerical investigation in microscale M Rezanezhad, SA Lajevardi, S Karimpouli Engineering Fracture Mechanics 253, 107882, 2021 | 21 | 2021 |
| Effects of pore (s)-crack locations and arrangements on crack growth modeling in porous media M Rezanezhad, SA Lajevardi, S Karimpouli Theoretical and Applied Fracture Mechanics 107, 102529, 2020 | 21 | 2020 |
Pejman TahmasebiAssociate Professor, Colorado School of MinesVerified email at mines.edu