A theoretical approach based on machine learning for estimation of physical properties of LLDPE in moulding process

Abstract This study explores the prediction of mechanical characteristics of linear polyethylene based on oven residence time, employing various regression models and hyper-parameter tuning through the Whale Optimization Algorithm. The dataset comprises one input variable (oven residence time) and t...

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Bibliographic Details
Published in:Scientific Reports
Main Author: Fan Zhong
Format: Article
Language:English
Published: Nature Portfolio 2024-09-01
Subjects:
Polymer
Regression models
Whale optimization algorithm
Model optimization
Online Access:https://doi.org/10.1038/s41598-024-70585-2

Internet

https://doi.org/10.1038/s41598-024-70585-2

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