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Uncertainty quantification for Bayesian active learning in rupture life prediction of ferritic steels

Three probabilistic methodologies are developed for predicting the long-term creep rupture life of 9–12 wt%Cr ferritic-martensitic steels using their chemical and processing parameters. The framework developed in this research strives to simultaneously make efficient inference along with associated...

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Detalles Bibliográficos
Autores principales: Mamun, Osman, Taufique, M. F. N., Wenzlick, Madison, Hawk, Jeffrey, Devanathan, Ram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8826314/
https://www.ncbi.nlm.nih.gov/pubmed/35136127
http://dx.doi.org/10.1038/s41598-022-06051-8

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