85‐1: Invited Paper: A Novel OLED Material Discovery based on AI Technology
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| Format: | Artículo Open Access |
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Wiley
2024
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| _version_ | 1867020907896111104 |
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| author | Hoilim Kim Seran Kim Dongsun Yoo Gyeounghun Kim Eunkyung Koh Jihye Kim Saerom Park Sohae Kim Hyosup Shin Hyunguk Cho Seungin Baek |
| author_facet | Hoilim Kim Seran Kim Dongsun Yoo Gyeounghun Kim Eunkyung Koh Jihye Kim Saerom Park Sohae Kim Hyosup Shin Hyunguk Cho Seungin Baek Hoilim Kim Seran Kim Dongsun Yoo Gyeounghun Kim Eunkyung Koh Jihye Kim Saerom Park Sohae Kim Hyosup Shin Hyunguk Cho Seungin Baek |
| collection | Wiley Open Access |
| contents | 85‐1: Invited Paper: A Novel OLED Material Discovery based on AI Technology Hoilim Kim Seran Kim Dongsun Yoo Gyeounghun Kim Eunkyung Koh Jihye Kim Saerom Park Sohae Kim Hyosup Shin Hyunguk Cho Seungin Baek SID Symposium Digest of Technical Papers We report a novel OLED material discovery process and several applications based on AI technology. This process in which six AI modules that generate molecular structures with active learning algorithm, predict multiple properties, analyze novelty, predict synthetic scheme, predict relative synthesizability and predict device characteristics are linked one after another. Also, we introduce some cases in which materials designed by this process were actually synthesized and applied to devices for evaluation to confirm the improvement of characteristics. 10.1002/sdtp.17751 http://onlinelibrary.wiley.com/termsAndConditions#vor |
| doi_str_mv | 10.1002/sdtp.17751 |
| format | Artículo Open Access |
| id | wiley_oa_10_1002_sdtp_17751 |
| institution | Wiley Open Access |
| license_str_mv | http://onlinelibrary.wiley.com/termsAndConditions#vor |
| publishDate | 2024 |
| publisher | Wiley |
| record_format | wiley_oa |
| spellingShingle | 85‐1: Invited Paper: A Novel OLED Material Discovery based on AI Technology Hoilim Kim Seran Kim Dongsun Yoo Gyeounghun Kim Eunkyung Koh Jihye Kim Saerom Park Sohae Kim Hyosup Shin Hyunguk Cho Seungin Baek SID Symposium Digest of Technical Papers 85‐1: Invited Paper: A Novel OLED Material Discovery based on AI Technology Hoilim Kim Seran Kim Dongsun Yoo Gyeounghun Kim Eunkyung Koh Jihye Kim Saerom Park Sohae Kim Hyosup Shin Hyunguk Cho Seungin Baek SID Symposium Digest of Technical Papers We report a novel OLED material discovery process and several applications based on AI technology. This process in which six AI modules that generate molecular structures with active learning algorithm, predict multiple properties, analyze novelty, predict synthetic scheme, predict relative synthesizability and predict device characteristics are linked one after another. Also, we introduce some cases in which materials designed by this process were actually synthesized and applied to devices for evaluation to confirm the improvement of characteristics. 10.1002/sdtp.17751 http://onlinelibrary.wiley.com/termsAndConditions#vor |
| title | 85‐1: Invited Paper: A Novel OLED Material Discovery based on AI Technology |
| topic | SID Symposium Digest of Technical Papers |
| url | https://sid.onlinelibrary.wiley.com/doi/10.1002/sdtp.17751 |