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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...
Autores principales: | Kang, Ruiyuan, Kyritsis, Dimitrios C., Liatsis, Panos |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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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 |
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