Comparative Analysis of Machine Learning and Numerical Modeling for Combined Heat Transfer in Polymethylmethacrylate

Comparative Analysis of Machine Learning and Numerical Modeling for Combined Heat Transfer in Polymethylmethacrylate

This study has compared different methods to predict the simultaneous effects of conductive and radiative heat transfer in a polymethylmethacrylate (PMMA) sample. PMMA is a type of polymer utilized in various sensors and actuator devices. One-dimensional combined heat transfer is considered in numer...

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Bibliographic Details
Main Authors: Mahsa Dehghan Manshadi, Nima Alafchi, Alireza Tat, Milad Mousavi, Amirhosein Mosavi
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Polymers
Subjects:
polymethylmethacrylate
heat transfer
heat conduction
machine learning
confusion matrix
polymer
Online Access:https://www.mdpi.com/2073-4360/14/10/1996

Internet

https://www.mdpi.com/2073-4360/14/10/1996

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