A machine learning microstructurally predictive framework for the failure of hydrided zirconium alloys

Abstract Hydride precipitation within zirconium alloys affects ductility and fracture behavior. The complex distribution of hydrides and their interaction with defects, such as dislocations, have a significant role in crack nucleation and failure. Hence, there is substantial variability in the micro...

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Bibliographic Details
Main Authors: Tamir Hasan, Laurent Capolungo, Mohammed Zikry
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:npj Materials Degradation
Online Access:https://doi.org/10.1038/s41529-023-00344-7