NGBoost algorithm-based prediction of mechanical properties of a hot-rolled strip and its interpretability research with ANOVA values

NGBoost algorithm-based prediction of mechanical properties of a hot-rolled strip and its interpretability research with ANOVA values

Hot-rolled strip steel is an essential material extensively used in various industrial fields, with its mechanical properties being critical to product quality and engineering design. This article presents a method for predicting the mechanical properties of hot-rolled strip steel using the NGBoost...

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Bibliographic Details
Main Authors: Hongyi Wu, Jinwen Jin, Zhiwei Li
Format: Article
Language:English
Published: AIMS Press 2024-11-01
Series:AIMS Mathematics
Subjects:
hot-rolled strip steel
mechanical properties
ngboost algorithm
anova value
Online Access:https://www.aimspress.com/article/doi/10.3934/math.20241578?viewType=HTML
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