Machine learning-enhanced 3D analysis of tantalum-containing particles impact on creep performance in creep strength enhanced ferritic steels

While the tempered martensitic microstructure of Creep Strength Enhanced Ferritic (CSEF) steels provides remarkable creep resistance, long-term stability remains a challenge. Microstructural risk factors in CSEF steels caused by nitrides, inclusions and coarsening of particles compromise mechanical...

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Bibliographic Details
Main Authors: Xiyu Zhang, Stuart Robertson, Simon Hogg, Mark Jepson
Format: Default Article
Published: 2026
Subjects:
Materials engineering
Mechanical engineering
Materials
Plasma Focused Ion Beam (P-FIB)
Serial sectioning
Creep Strength Enhanced Ferritic (CSEF) steel
Creep damage
Creep cavitation
Ta-containing precipitation
Machine-learning
3D reconstruction
Online Access:https://hdl.handle.net/2134/31443157.v1
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