Graph‐Based Representation Approach for Deep Learning of Organic Light‐Emitting Diode Devices

Graph‐Based Representation Approach for Deep Learning of Organic Light‐Emitting Diode Devices

The performance prediction of organic light‐emitting diode (OLED) devices using artificial intelligence is significantly limited due to the lack of representational feature data. This study proposes a novel graph‐based representation methodology to effectively address these challenges. Various graph...

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Bibliographic Details
Main Authors: Taeyang Lee, Jeongwhan Choi, Inyeob Na, Insun Yoo, Sungil Woo, Kwang Jong Kim, Mikyung Park, Joonghwan Yang, Jeongguk Min, Seokwoo Lee, Noseong Park, Joonyoung Yang
Format: Article
Language:English
Published: Wiley 2025-06-01
Series:Advanced Intelligent Systems
Subjects:
deep learning
graph neural networks
organic light‐emitting diodes
representation
Online Access:https://doi.org/10.1002/aisy.202400598
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https://doi.org/10.1002/aisy.202400598

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