Modeling the Asymptotic Behavior of Higher Order Aftershocks with Deep Learning
Leila Mizrahi,
Dario Jozinović
Abstract:Aftershocks of aftershocks—and their aftershock cascades—substantially contribute to the increased seismicity rate and the associated elevated seismic hazard after the occurrence of a large earthquake. Current state-of-the-art earthquake forecasting models therefore describe earthquake occurrence using self-exciting point processes, where events can recursively trigger more events according to empirical laws. To estimate earthquake probabilities within future time horizons of interest, a large number of possib… Show more
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