Crack growth in heterogeneous brittle solids: intermittency, crackling and induced seismicity. [PDF]
Philos Trans A Math Phys Eng Sci, 2018 Barés J, Bonamy D.
europepmc +1 more source
Journal of Geophysical Research: Machine Learning and Computation, Volume 2, Issue 4, December 2025.Abstract Electrical Resistivity Tomography (ERT) is widely used for subsurface imaging. Despite recent advancements in machine learning based ERT inversion using conventional deep learning models such as CNN and UNet, accurately delineating resistivity profiles of natural and artificial subsurface anomalies remains challenging.
Huichao Yin +6 more
wiley +1 more source
Induced seismicity and numerical modelling of rock damage in a salt mine environment
, 2007 Diego Mercerat
openalex +1 more source
Explainable Seismic Event Discrimination: Improved Explainability With Vision Transformers
Journal of Geophysical Research: Machine Learning and Computation, Volume 2, Issue 4, December 2025.Abstract The discrimination of seismic events traditionally relies on manual expert analysis or cross‐correlation techniques for pattern recognition. Although flexible algorithms from deep learning, such as convolutional neural networks, have demonstrated high discrimination accuracy for different seismic event origins based on spectral characteristics,
Valentin Kasburg +4 more
wiley +1 more source
Shear-wave anisotropy reveals pore fluid pressure-induced seismicity in the U.S. midcontinent. [PDF]
Sci Adv, 2017 Nolte KA +3 more
europepmc +1 more source
PyQuake3D: A Python Tool for 3‐D Earthquake Sequence Simulations of Seismic and Aseismic Slip
Journal of Geophysical Research: Machine Learning and Computation, Volume 2, Issue 4, December 2025.Abstract Simulating the full spectrum of fault slip behavior—from slow aseismic creep to dynamic earthquake rupture—is essential for advancing our understanding of fault mechanics and long‐term seismic hazard. However, few open‐source tools provide efficient three‐dimensional modeling of these processes with the flexibility needed for research across ...
Rongjiang Tang +3 more
wiley +1 more source
Induced seismicity response of hydraulic fracturing: results of a multidisciplinary monitoring at the Wysin site, Poland. [PDF]
Sci Rep, 2018 López-Comino JA +9 more
europepmc +1 more source
LightGEUnet: A Lightweight U‐Net for 3D Seismic Fault Detection
Journal of Geophysical Research: Machine Learning and Computation, Volume 2, Issue 4, December 2025.Abstract Fault detection represents a crucial task in seismic interpretation, with significant implications for hydrocarbon exploration. Advancements in artificial intelligence have driven widespread adoption of machine learning techniques to tackle complex scientific and engineering problems.
Yuzhe Tang +3 more
wiley +1 more source
Response to Comment on "How will induced seismicity in Oklahoma respond to decreased saltwater injection rates?" [PDF]
Sci Adv, 2017 Langenbruch C, Zoback MD.
europepmc +1 more source