Data-efficient prediction of OLED optical properties enabled by transfer learning

It has long been desired to enable global structural optimization of organic light-emitting diodes (OLEDs) for maximal light extraction. The most critical obstacles to achieving this goal are time-consuming optical simulations and discrepancies between simulation and experiment. In this work, by lev...

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Bibliographic Details
Main Authors: Shin Jeong Min, Kim Sanmun, Menabde Sergey G., Park Sehong, Lee In-Goo, Kim Injue, Jang Min Seok
Format: Article
Language:English
Published: De Gruyter 2025-02-01
Series:Nanophotonics
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Online Access:https://doi.org/10.1515/nanoph-2024-0505
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