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Uncertainty quantification of dynamic earthquake rupture simulations

We present a tutorial demonstration using a surrogate-model based uncertainty quantification (UQ) approach to study dynamic earthquake rupture on a rough fault surface. The UQ approach performs model calibration where we choose simulation points, fit and validate an approximate surrogate model or em...

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Detalles Bibliográficos
Autores principales: Daub, Eric G., Arabnejad, Hamid, Mahmood, Imran, Groen, Derek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059650/
https://www.ncbi.nlm.nih.gov/pubmed/33775142
http://dx.doi.org/10.1098/rsta.2020.0076