| Segmentation of digital rock images using deep convolutional autoencoder networks S Karimpouli, P Tahmasebi Computers & geosciences 126, 142-150, 2019 | 256 | 2019 |
| 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 | 128 | 2010 |
| Physics informed machine learning: Seismic wave equation S Karimpouli, P Tahmasebi Geoscience Frontiers 11 (6), 1993-2001, 2020 | 103 | 2020 |
| Image-based velocity estimation of rock using convolutional neural networks S Karimpouli, P Tahmasebi Neural Networks 111, 89-97, 2019 | 95 | 2019 |
| 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 | 61 | 2018 |
| Conditional reconstruction: An alternative strategy in digital rock physics S Karimpouli, P Tahmasebi Geophysics 81 (4), D465-D477, 2016 | 56 | 2016 |
| 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 | 54 | 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 | 53 | 2017 |
| Coal cleat/fracture segmentation using convolutional neural networks S Karimpouli, P Tahmasebi, EH Saenger Natural Resources Research 29 (3), 1675-1685, 2020 | 46 | 2020 |
| 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 |
| 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 | 36 | 2013 |
| 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 | 35 | 2019 |
| 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 | 35 | 2018 |
| 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 | 34 | 2016 |
| 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 | 27 | 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 | 26 | 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 |
| Neuro-Bayesian facies inversion of prestack seismic data from a carbonate reservoir in Iran S Karimpouli, A Malehmir Journal of Petroleum Science and Engineering 131, 11-17, 2015 | 19 | 2015 |
| Estimation of P-and S-wave impedances using Bayesian inversion and adaptive neuro-fuzzy inference system from a carbonate reservoir in Iran S Karimpouli, H Fattahi Neural Computing and Applications 29, 1059-1072, 2018 | 18 | 2018 |
| Understanding the fracture role on hydrocarbon accumulation and distribution using seismic data: a case study on a carbonate reservoir from Iran S Karimpouli, H Hassani, A Malehmir, M Nabi-Bidhendi, H Khoshdel Journal of Applied Geophysics 96, 98-106, 2013 | 16 | 2013 |
Erik H. SaengerBochum University of Applied Sciences, Fraunhofer IEG and Ruhr Universität BochumVerified email at rub.de
