Using Meta-Models for Tsunami Hazard Analysis: An Example of Application for the French Atlantic Coast

Using Meta-Models for Tsunami Hazard Analysis: An Example of Application for the French Atlantic Coast

This paper illustrates how an emulator (or meta-model) of a tsunami code can be a useful tool to evaluate or qualify tsunami hazard levels associated with both specific and unknown tsunamigenic seismic sources. The meta-models are statistical tools permitting to drastically reduce the computational...

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Bibliographic Details
Main Authors: Vito Bacchi, Hervé Jomard, Oona Scotti, Ekaterina Antoshchenkova, Lise Bardet, Claire-Marie Duluc, Hélène Hebert
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-03-01
Series:Frontiers in Earth Science
Subjects:
kriging surrogate
uncertainty quantification
tsunami modeling
hazard analysis
sensitivity analysis
Online Access:https://www.frontiersin.org/article/10.3389/feart.2020.00041/full

Internet

https://www.frontiersin.org/article/10.3389/feart.2020.00041/full

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