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Identification of microstructures critically affecting material properties using machine learning framework based on metallurgists’ thinking process

In materials science, machine learning has been intensively researched and used in various applications. However, it is still far from achieving intelligence comparable to that of human experts in terms of creativity and explainability. In this paper, we investigate whether machine learning can acqu...

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Detalles Bibliográficos
Autores principales: Noguchi, Satoshi, Wang, Hui, Inoue, Junya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9392751/
https://www.ncbi.nlm.nih.gov/pubmed/35987983
http://dx.doi.org/10.1038/s41598-022-17614-0

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