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Recent advances in earthquake seismology using machine learning
Given the recent developments in machine-learning technology, its application has rapidly
progressed in various fields of earthquake seismology, achieving great success. Here, we …
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
Induced seismicity due to natural gas extraction from the Groningen reservoir, The
Netherlands, has been occurring since the early 1990s. Prospective forecasts of 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 …
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 …
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
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 …
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 …
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 …
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 …
modeller. Relative to tectonic earthquakes, the recorded number of induced earthquakes …