Active learning for prediction of tensile properties for material extrusion additive manufacturing

Machine learning techniques were used to predict tensile properties of material extrusion-based additively manufactured parts made with Technomelt PA 6910, a hot melt adhesive. An adaptive data generation technique, specifically an active learning process based on the Gaussian process regression alg...

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Detalles Bibliográficos
Autores principales: Nasrin, Tahamina, Pourali, Masoumeh, Pourkamali-Anaraki, Farhad, Peterson, Amy M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349846/
https://www.ncbi.nlm.nih.gov/pubmed/37454171
http://dx.doi.org/10.1038/s41598-023-38527-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349846/
https://www.ncbi.nlm.nih.gov/pubmed/37454171
http://dx.doi.org/10.1038/s41598-023-38527-6

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