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Estimating the phase volume fraction of multi-phase steel via unsupervised deep learning

Advanced high strength steel (AHSS) is a steel of multi-phase microstructure that is processed under several conditions to meet the current high-performance requirements from the industry. Deep neural network (DNN) has emerged as a promising tool in materials science for the task of estimating the p...

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Detalles Bibliográficos
Autores principales: Kim, Sung Wook, Kang, Seong-Hoon, Kim, Se-Jong, Lee, Seungchul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7971040/
https://www.ncbi.nlm.nih.gov/pubmed/33723290
http://dx.doi.org/10.1038/s41598-021-85407-y