Sadegh Karimpouli - Publications, H-index & Citations

Sadegh Karimpouli

gfz helmholtz centre for geosciences

21H指数

45论文数

1.5K被引数

收录论文 16

发表时间

Machine learning-based classification of laboratory fault peak slip-rate trends using acoustic emission catalogs 基于机器学习的实验室故障峰值滑动率趋势分类，使用声发射目录

International Journal of Rock Mechanics and Mining Sciences

IF7.5

2026-09-11

OAAI

Xu Han; Sadegh Karimpouli; Marco Bohnhoff; Georg Dresen

Preparatory phase of large earthquakes illuminated by unsupervised categorization of earthquake catalog features 通过地震目录特征的无监督分类揭示大地震的准备阶段

Nature Communications

IF15.7

2026-05-04

OAAI

Sadegh Karimpouli; Patricia Martínez-Garzón; Sebastián Núñez-Jara; Matteo Picozzi; Daniele Spallarossa; Grzegorz Kwiatek; Georg Dresen; Marco Bohnhoff; Gregory C. Beroza

Forecasting induced seismicity in enhanced geothermal systems using machine learning: challenges and opportunities 利用机器学习预测增强地热系统中的诱发地震活动：挑战与机遇

GEOPHYSICAL JOURNAL INTERNATIONAL

IF2.7

2025-08-01

OAAI

Karimpouli, Sadegh; Kwiatek, Grzegorz; Martinez-Garzon, Patricia; Caus, Danu; Wang, Lei; Dresen, Georg; Bohnhoff, Marco

Ultrasonic prediction of crack density using machine learning: A numerical investigation

GEOSCIENCE FRONTIERS

IF8.9

2022-01-01

OAAI

Karimpouli, Sadegh; Tahmasebi, Pejman; Saenger, Erik H.

Single-Station Coda Wave Interferometry: A Feasibility Study Using Machine Learning

MATERIALS

IF3.2

2021-06-22

OAAI

Saenger, Erik H.; Finger, Claudia; Karimpouli, Sadegh; Tahmasebi, Pejman

Physics informed machine learning: Seismic wave equation

GEOSCIENCE FRONTIERS

IF8.9

2020-11-01

OAAI

Karimpouli, Sadegh; Tahmasebi, Pejman

A review of experimental and numerical modeling of digital coalbed methane: Imaging, segmentation, fracture modeling and permeability prediction

INTERNATIONAL JOURNAL OF COAL GEOLOGY

IF5.7

2020-08-01

OAAI

Karimpouli, Sadegh; Tahmasebi, Pejman; Ramandi, Hamed Lamei

Effects of pore(s)-crack locations and arrangements on crack growth modeling in porous media

THEORETICAL AND APPLIED FRACTURE MECHANICS

IF5.6

2020-06-01

PREAI

Rezanezhad, Mohammad; Lajevardi, Seyed Ahmad; Karimpouli, Sadegh

Computing heterogeneous core sample velocity using Digital Rock Physics: A multiscale approach

COMPUTERS & GEOSCIENCES

IF4.4

2020-02-01

PREAI

Karimpouli, Sadegh; Faraji, Asra; Balcewicz, Martin; Saenger, Erik H.

Effects of pore-crack relative location on crack propagation in porous media using XFEM method

THEORETICAL AND APPLIED FRACTURE MECHANICS

IF5.6

2019-10-01

PREAI

Rezanezhad, Mohammad; Lajevardi, Seyed Ahmad; Karimpouli, Sadegh

Segmentation of digital rock images using deep convolutional autoencoder networks

COMPUTERS & GEOSCIENCES

IF4.4

2019-05-01

216

PREAI

Karimpouli, Sadegh; Tahmasebi, Pejman

Image-based velocity estimation of rock using Convolutional Neural Networks

NEURAL NETWORKS

IF6.3

2019-03-01

PREAI

Karimpouli, Sadegh; Tahmasebi, Pejman

Estimating 3D elastic moduli of rock from 2D thin-section images using differential effective medium theory

GEOPHYSICS

IF3.2

2018-07-01

PREAI

Karimpouli, Sadegh; Tahmasebi, Pejman; Saenger, Erik H.

Using a Feature Subset Selection method and Support Vector Machine to address curse of dimensionality and redundancy in Hyperion hyperspectral data classification

EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES

IF4.1

2018-04-01

OAAI

Salimi, Amir; Ziaii, Mansour; Amiri, Ali; Zadeh, Mahdieh Hosseinjani; Karimpouli, Sadegh; Moradkhani, Mostafa

Stochastic modeling of coal fracture network by direct use of micro-computed tomography images

INTERNATIONAL JOURNAL OF COAL GEOLOGY

IF5.7

2017-06-01

PREAI

Karimpouli, Sadegh; Tahmasebi, Pejman; Ramandi, Hamed Lamei; Mostaghimi, Peyman; Saadatfar, Mohammad

Conditional reconstruction: An alternative strategy in digital rock physics

GEOPHYSICS

IF3.2

2016-07-01

OAAI

Karimpouli, Sadegh; Tahmasebi, Pejman

研究方向