Synthesis and characterization of machine learning designed TADF molecules

Synthesis and characterization of machine learning designed TADF molecules

In this study, we present a novel approach to the development of thermally activated delayed fluorescence (TADF) molecules with potentials for organic light-emitting diode (OLED) applications, leveraging machine learning (ML) algorithms to guide the materials design process. Recognizing the imperati...

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Bibliographic Details
Main Authors: Weimei Shi, Yan Li, Ziying Zhang, Zheng Tan, Shiqing Yang
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Heliyon
Subjects:
TADF molecules
machine learning design
Structural characterization
Delayed fluorescence properties
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024167813
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