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S

Sadegh Karimpouli

gfz helmholtz centre for geosciences

21H-index
45Paper Count
1.5KCitation Count
Published Papers 16
Publication Date
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Machine learning-based classification of laboratory fault peak slip-rate trends using acoustic emission catalogs
errInternational Journal of Rock Mechanics and Mining Sciences
IF7.5
err2026-09-11
err0
errOAAI
errXu Han; Sadegh Karimpouli; Marco Bohnhoff; Georg Dresen
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Preparatory phase of large earthquakes illuminated by unsupervised categorization of earthquake catalog features
errNature Communications
IF15.7
err2026-05-04
err0
errOAAI
errSadegh Karimpouli; Patricia Martínez-Garzón; Sebastián Núñez-Jara; Matteo Picozzi; Daniele Spallarossa; Grzegorz Kwiatek; Georg Dresen; Marco Bohnhoff; Gregory C. Beroza
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Forecasting induced seismicity in enhanced geothermal systems using machine learning: challenges and opportunities
errGEOPHYSICAL JOURNAL INTERNATIONAL
IF2.7
err2025-08-01
err2
errOAAI
errKarimpouli, Sadegh; Kwiatek, Grzegorz; Martinez-Garzon, Patricia; Caus, Danu; Wang, Lei; Dresen, Georg; Bohnhoff, Marco
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errSave
Ultrasonic prediction of crack density using machine learning: A numerical investigation
errGEOSCIENCE FRONTIERS
IF8.9
err2022-01-01
err8
errOAAI
errKarimpouli, Sadegh; Tahmasebi, Pejman; Saenger, Erik H.
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errSave
Single-Station Coda Wave Interferometry: A Feasibility Study Using Machine Learning
errMATERIALS
IF3.2
err2021-06-22
err6
errOAAI
errSaenger, Erik H.; Finger, Claudia; Karimpouli, Sadegh; Tahmasebi, Pejman
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errSave
Physics informed machine learning: Seismic wave equation
errGEOSCIENCE FRONTIERS
IF8.9
err2020-11-01
err98
errOAAI
errKarimpouli, Sadegh; Tahmasebi, Pejman
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errSave
A review of experimental and numerical modeling of digital coalbed methane: Imaging, segmentation, fracture modeling and permeability prediction
errINTERNATIONAL JOURNAL OF COAL GEOLOGY
IF5.7
err2020-08-01
err64
errOAAI
errKarimpouli, Sadegh; Tahmasebi, Pejman; Ramandi, Hamed Lamei
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errSave
Effects of pore(s)-crack locations and arrangements on crack growth modeling in porous media
errTHEORETICAL AND APPLIED FRACTURE MECHANICS
IF5.6
err2020-06-01
err13
PREAI
errRezanezhad, Mohammad; Lajevardi, Seyed Ahmad; Karimpouli, Sadegh
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errSave
Computing heterogeneous core sample velocity using Digital Rock Physics: A multiscale approach
errCOMPUTERS & GEOSCIENCES
IF4.4
err2020-02-01
err26
PREAI
errKarimpouli, Sadegh; Faraji, Asra; Balcewicz, Martin; Saenger, Erik H.
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errSave
Effects of pore-crack relative location on crack propagation in porous media using XFEM method
errTHEORETICAL AND APPLIED FRACTURE MECHANICS
IF5.6
err2019-10-01
err30
PREAI
errRezanezhad, Mohammad; Lajevardi, Seyed Ahmad; Karimpouli, Sadegh
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errSave
Segmentation of digital rock images using deep convolutional autoencoder networks
errCOMPUTERS & GEOSCIENCES
IF4.4
err2019-05-01
err216
PREAI
errKarimpouli, Sadegh; Tahmasebi, Pejman
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errSave
Image-based velocity estimation of rock using Convolutional Neural Networks
errNEURAL NETWORKS
IF6.3
err2019-03-01
err88
PREAI
errKarimpouli, Sadegh; Tahmasebi, Pejman
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errSave
Estimating 3D elastic moduli of rock from 2D thin-section images using differential effective medium theory
errGEOPHYSICS
IF3.2
err2018-07-01
err28
PREAI
errKarimpouli, Sadegh; Tahmasebi, Pejman; Saenger, Erik H.
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errSave
Using a Feature Subset Selection method and Support Vector Machine to address curse of dimensionality and redundancy in Hyperion hyperspectral data classification
errEGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES
IF4.1
err2018-04-01
err47
errOAAI
errSalimi, Amir; Ziaii, Mansour; Amiri, Ali; Zadeh, Mahdieh Hosseinjani; Karimpouli, Sadegh; Moradkhani, Mostafa
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errSave
Stochastic modeling of coal fracture network by direct use of micro-computed tomography images
errINTERNATIONAL JOURNAL OF COAL GEOLOGY
IF5.7
err2017-06-01
err46
PREAI
errKarimpouli, Sadegh; Tahmasebi, Pejman; Ramandi, Hamed Lamei; Mostaghimi, Peyman; Saadatfar, Mohammad
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errSave
Conditional reconstruction: An alternative strategy in digital rock physics
errGEOPHYSICS
IF3.2
err2016-07-01
err44
errOAAI
errKarimpouli, Sadegh; Tahmasebi, Pejman
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
G
Gregory C. Beroza
H-index: 77 · Papers: 463
X
Xu Han
H-index: 75 · Papers: 862
G
Georg Dresen
H-index: 60 · Papers: 430
P
Peyman Mostaghimi
H-index: 52 · Papers: 247
P
Pejman Tahmasebi
H-index: 51 · Papers: 147
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