A Comparative Investigation of Machine Learning Algorithms for Pore-Influenced Fatigue Life Prediction of Additively Manufactured Inconel 718 Based on a Small Dataset

Fatigue life prediction of Inconel 718 fabricated by laser powder bed fusion was investigated using a miniature specimen tests method and machine learning algorithms. A small dataset-based machine learning framework integrating thirteen kinds of algorithms was constructed to predict the pore-influen...

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Detalles Bibliográficos
Autores principales: Hu, Bing-Li, Luo, Yan-Wen, Zhang, Bin, Zhang, Guang-Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10574268/
https://www.ncbi.nlm.nih.gov/pubmed/37834743
http://dx.doi.org/10.3390/ma16196606

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10574268/
https://www.ncbi.nlm.nih.gov/pubmed/37834743
http://dx.doi.org/10.3390/ma16196606

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