Gaussian Process for Machine Learning-Based Fatigue Life Prediction Model under Multiaxial Stress–Strain Conditions

In this paper, a new method for fatigue life prediction under multiaxial stress-strain conditions is developed. The method applies machine learning with the Gaussian process for regression to build a fatigue model. The fatigue failure mechanisms are reflected in the model by the application of the p...

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Detalles Bibliográficos
Autores principales: Karolczuk, Aleksander, Skibicki, Dariusz, Pejkowski, Łukasz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9659309/
https://www.ncbi.nlm.nih.gov/pubmed/36363388
http://dx.doi.org/10.3390/ma15217797

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9659309/
https://www.ncbi.nlm.nih.gov/pubmed/36363388
http://dx.doi.org/10.3390/ma15217797

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