A stacked generalisation with gradient boosting for highly accurate predictions of polymer bandgap

The bandgap (Egap) is the energy difference between the highest valence band and the lowest conduction band. Generally, the conductivity of a solid material increases as its Egap decreases. As the amount of experimental data stored in online databases continue to increase over the years, it has a...

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Bibliographic Details
Main Author: Goh, Kai Leong
Other Authors: Lu Yunpeng
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/157102
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Institution: Nanyang Technological University
Language: English