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Intelligence against complexity: Machine learning for nonuniform temperature-field measurements through laser absorption

The effect of spatial nonuniformity of the temperature distribution was examined on the capability of machine-learning algorithms to provide accurate temperature prediction based on Laser Absorption Spectroscopy. First, sixteen machine learning models were trained as surrogate models of conventional...

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Detalles Bibliográficos
Autores principales: Kang, Ruiyuan, Kyritsis, Dimitrios C., Liatsis, Panos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9744279/
https://www.ncbi.nlm.nih.gov/pubmed/36508426
http://dx.doi.org/10.1371/journal.pone.0278885