XGBoost, mordred and RDKit for the prediction of glass transition temperature of polymers

Glass transition temperature (Tg) is the temperature at which a polymer changes from crystalline state to rubbery state. This change in the property below and above Tg is very important in food science and pharmaceutical industries. In recent decades, there has been a growth in using machine learni...

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Bibliographic Details
Main Author: Goh, Kai Leong
Other Authors: Lu Yunpeng
Format: Student Research Paper
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/155298
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Institution: Nanyang Technological University
Language: English