Sadegh Karimpouli

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Pejman TahmasebiAssociate Professor, Colorado School of MinesVerifisert e-postadresse på mines.edu
Erik H. SaengerBochum University of Applied Sciences, Fraunhofer IEG and Ruhr Universität BochumVerifisert e-postadresse på rub.de
Seyed Ahmad LajevardiAssociate Professor of Materials, University of ZanjanVerifisert e-postadresse på znu.ac.ir
Mohammad RezanezhadDepartment of Civil Engineering, Case Western Reserve University, USAVerifisert e-postadresse på case.edu
Hamed Lamei RamandiSenior Lecturer, University of New South WalesVerifisert e-postadresse på unsw.edu.au
Alireza MalehmirProf. of Applied Geophysics @ Uppsala UniversityVerifisert e-postadresse på geo.uu.se
Hossein KhoshdelSenior Reservoir GeophysicistVerifisert e-postadresse på ifp-school.com
Hossein HassaniProfessor of Mining and Petroleum Engineering, Amirkabir University of Technology, Tehran, IranVerifisert e-postadresse på aut.ac.ir
amir salimiAssistant Professor at Mining Engineering Group, University of ZanjanVerifisert e-postadresse på znu.ac.ir
Patricia Martínez-GarzónGroup Leader at GFZ Potsdam, GermanyVerifisert e-postadresse på gfz-potsdam.de
Marco BohnhoffGFZ Potsdam / FU BerlinVerifisert e-postadresse på gfz-potsdam.de
Georg DresenGFZ PotsdamVerifisert e-postadresse på gfz-potsdam.de
Ali AmiriUniversity of ZanjanVerifisert e-postadresse på znu.ac.ir
Martin BalcewiczBochum University of Applied SciencesVerifisert e-postadresse på hs-bochum.de
Rail KadyrovKazan Federal University, Institute of geology and petroleum technologiesVerifisert e-postadresse på kpfu.ru
Mohammad SaadatfarUniversity of Sydney & Australian National UniversityVerifisert e-postadresse på anu.edu.au
Peyman MostaghimiProfessor, University of New South WalesVerifisert e-postadresse på imperial.ac.uk
Grzegorz KwiatekSeismologist, GFZ PotsdamVerifisert e-postadresse på gfz-potsdam.de
T. H. W. GoebelUniversity of Memphis, Center for Earthquake Research and InformationVerifisert e-postadresse på memphis.edu
Greg BerozaDepartment of Geophysics, Stanford UniversityVerifisert e-postadresse på stanford.edu

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Sadegh Karimpouli

Research scientist, GFZ Potsdam

Verifisert e-postadresse på gfz-potsdam.de

Machine learning Exploration geophysics Rock physics Induced seismicity


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
Segmentation of digital rock images using deep convolutional autoencoder networks S Karimpouli, P Tahmasebi Computers & geosciences 126, 142-150, 2019	297	2019
Physics informed machine learning: Seismic wave equation S Karimpouli, P Tahmasebi Geoscience Frontiers 11 (6), 1993-2001, 2020	140	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	102	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	73	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	70	2018
Conditional reconstruction: An alternative strategy in digital rock physics S Karimpouli, P Tahmasebi Geophysics 81 (4), D465-D477, 2016	59	2016
Coal cleat/fracture segmentation using convolutional neural networks S Karimpouli, P Tahmasebi, EH Saenger Natural Resources Research 29 (3), 1675-1685, 2020	57	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	56	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	42	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	37	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	29	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
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	22	2020
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

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