Prediction of oxidation resistance of Ti-V-Cr burn resistant titanium alloy based on machine learning

Abstract A machine learning model was developed to predict the oxidation resistance of Ti-V-Cr burn-resistant titanium alloy, and the natural logarithm of the parabolic oxidation rate constant (lnk p ) was utilized as the model output. The results show that the two algorithms based on multiple learn...

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Bibliographic Details
Main Authors: Yuanzhi Sun, Guangbao Mi, Peijie Li, Liangju He
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:npj Materials Degradation
Online Access:https://doi.org/10.1038/s41529-025-00553-2
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