{"product_id":"ieej-btc205ss010003","title":"Evolutionary Algorithms with Quantum Deep Field for Compounds with High Light Absorption for Organic Photovoltaics","description":"\u003cp\u003e\u003cstrong\u003eカテゴリ：\u003c\/strong\u003e部門大会\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e論文No：\u003c\/strong\u003eSS1-3\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eグループ名：\u003c\/strong\u003e【C】2025年電気学会電子・情報・システム部門大会\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e発行日：\u003c\/strong\u003e2025\/8\/20\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eタイトル(英語)：\u003c\/strong\u003eEvolutionary Algorithms with Quantum Deep Field for Compounds with High Light Absorption for Organic Photovoltaics\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名：\u003c\/strong\u003eVasilevich Aleksandr（近畿大学）,葉山 大雅（近畿大学）,木原 泰一（近畿大学）,山田 山田（近畿大学）,大久保 貴志（近畿大学）,半田 久志（近畿大学）\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名(英語)： \u003c\/strong\u003eAleksandr Vasilevich (Kindai University),Taiga Hayama (Kindai University),Taichi Kihara (Kindai University),Takeshi Yamada (Kindai University),Takashi Ohkubo (Kindai University),Hisashi Handa (Kindai University)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eキーワード：\u003c\/strong\u003eorganic photovoltaics,Quantum Deep Field,chemical compounds,evolutionary algorithms\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(日本語)：\u003c\/strong\u003eIn this paper, we propose an approach for discovering organic compounds with high light absorption, suitable for organic thin-film solar cells. By fragmenting existing compounds into sub-compounds and reassembling them, we generate candidate structures in an evolutionary algorithm framework. To evaluate these candidates efficiently, we employ Quantum Deep Field (QDF), a deep learning method based on functional theory density, which reduces computational costs by roughly 99% compared to Gaussian16. This speedup enables large-scale evolutionary searches within a realistic timeframe. confirmed via Gaussian16, that the best-performing discovered compounds with QDF outperformed several conventional organic solar cell materials in terms of UV-Vis absorption intensity.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e本誌掲載ページ：\u003c\/strong\u003e1769-1771p\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e原稿種別：\u003c\/strong\u003e英語\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePDFファイルサイズ：\u003c\/strong\u003e1,237Kバイト\u003c\/p\u003e","brand":"IEEJ-PDF","offers":[{"title":"PDFダウンロード（一般価格440円\/会員価格220円） \/ A4 \/ 2","offer_id":47942183780591,"sku":"IEEJ-BTC205SS010003-PDF","price":440.0,"currency_code":"JPY","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0718\/9512\/2159\/files\/IEEJ-PDF_bumontaikai_d607d841-4b85-4381-9fc7-e4610c12a9df.png?v=1773064603","url":"https:\/\/ieej.bookpark.ne.jp\/products\/ieej-btc205ss010003","provider":"電気学会 電子図書館","version":"1.0","type":"link"}