Interpretable material descriptors for critical pitting temperature in austenitic stainless steel via machine learning

Abstract Austenitic stainless steel is renowned for its exceptional corrosion and mechanical properties, yet it remains susceptible to localized corrosion, such as pitting in the presence of aggressive ions or/and extreme environmental conditions. Critical pitting temperature (CPT) serves as a key m...

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Bibliographic Details
Main Authors: Faguo Hou, Hong-Hui Wu, Dexin Zhu, Jinyong Zhang, Liudong Hou, Shuize Wang, Guilin Wu, Junheng Gao, Jing Ma, Xinping Mao
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:npj Materials Degradation
Online Access:https://doi.org/10.1038/s41529-025-00563-0
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