Rapid Seismic Waveform Modeling and Inversion with Neural Operators

Seismic waveform modeling is a powerful tool for determining earth structure models and unraveling earthquake rupture processes, but it is usually computationally expensive. We introduce a scheme to vastly accelerate these calculations with a recently developed machine learning paradigm called the n...

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Veröffentlicht in:	arXiv.org 2023-04
Hauptverfasser:	Yang, Yan, Gao, Angela F, Azizzadenesheli, Kamyar, Clayton, Robert W, Ross, Zachary E
Format:	Artikel
Sprache:	eng
Schlagworte:	Elastic waves Finite element method Machine learning Mathematical models Numerical methods Operators Physics - Geophysics Seismic surveys Simulation Wave equations Waveforms
Online-Zugang:	Volltext
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