Recent advances in earthquake seismology using machine learning

H Kubo, M Naoi, M Kano - Earth, Planets and Space, 2024 - Springer
Given the recent developments in machine-learning technology, its application has rapidly
progressed in various fields of earthquake seismology, achieving great success. Here, we …

Physics‐based forecasting of induced seismicity at Groningen gas field, The Netherlands: Post hoc evaluation and forecast update

DE Dempsey, J Suckale - Seismological Society of …, 2023 - pubs.geoscienceworld.org
Induced seismicity due to natural gas extraction from the Groningen reservoir, The
Netherlands, has been occurring since the early 1990s. Prospective forecasts of the …

Time series reconstructing using calibrated reservoir computing

Y Chen, Y Qian, X Cui - Scientific Reports, 2022 - nature.com
Reservoir computing, a new method of machine learning, has recently been used to predict
the state evolution of various chaotic dynamic systems. It has significant advantages in terms …

Random Forest—Based Identification of Factors Influencing Ground Deformation Due to Mining Seismicity.

K Owczarz, J Blachowski - Remote Sensing, 2024 - search.ebscohost.com
The goal of this study was to develop a model describing the relationship between the
ground-displacement-caused tremors induced by underground mining, and mining and …

Role of Plasticity in Induced Seismicity Risk Mitigation: A Case of the Groningen Gas Field

X Zhao, B Jha - SPE Journal, 2024 - onepetro.org
Earthquakes induced by fluid extraction from deep underground reservoirs are not well
understood in rocks that are deforming plastically. The problem grows in importance when …

Fast prediction of aquifer thermal energy storage: a multicyclic metamodelling procedure

J Rohmer, A Armandine Les Landes… - Computational …, 2023 - Springer
The metamodel-based approach (also referred to as the surrogate approach) is commonly
applied to overcome the computational burden of numerical models that are used to …

[PDF][PDF] A REVIEW ARTICLE: MITIGATION STRATEGIES FOR SEISMIC DAMAGE IN STRUCTURES

RM Ejam, HH Obeid, MSC Student - journal.uokufa.edu.iq
This in-depth review article provides a comprehensive analysis of mitigation strategies for
seismic damage in structures, focusing on the importance of understanding seismic …

[LLIBRE][B] Statistical Modelling of Induced Earthquakes

Z Varty - 2021 - search.proquest.com
Earthquakes induced by human activities present a unique set of challenges to the statistical
modeller. Relative to tectonic earthquakes, the recorded number of induced earthquakes …