Comparative analysis of ensemble learning techniques for enhanced fatigue life prediction

Abstract Efficient prediction of fatigue life in structural components is crucial for ensuring their integrity and reliability, especially considering the dominant occurrence of fatigue failure in metallic structures within the industrial sectors. Conventional fatigue assessment methods, although th...

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Bibliographic Details
Main Authors: Sasan Farhadi, Samuele Tatullo, Francesco Ferrian
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-79476-y
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