A Materials Acceleration Platform for Organic Laser Discovery

© 2022 The Authors. Advanced Materials published by Wiley-VCH GmbH.

Bibliographische Detailangaben
Veröffentlicht in:Advanced materials (Deerfield Beach, Fla.). - 1998. - 35(2023), 6 vom: 05. Feb., Seite e2207070
1. Verfasser: Wu, Tony C (VerfasserIn)
Weitere Verfasser: Aguilar-Granda, Andrés, Hotta, Kazuhiro, Yazdani, Sahar Alasvand, Pollice, Robert, Vestfrid, Jenya, Hao, Han, Lavigne, Cyrille, Seifrid, Martin, Angello, Nicholas, Bencheikh, Fatima, Hein, Jason E, Burke, Martin, Adachi, Chihaya, Aspuru-Guzik, Alán
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:Advanced materials (Deerfield Beach, Fla.)
Schlagworte:Journal Article accelerated materials discovery automated synthesis and analysis autonomous laboratory organic laser
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520 |a Conventional materials discovery is a laborious and time-consuming process that can take decades from initial conception of the material to commercialization. Recent developments in materials acceleration platforms promise to accelerate materials discovery using automation of experiments coupled with machine learning. However, most of the automation efforts in chemistry focus on synthesis and compound identification, with integrated target property characterization receiving less attention. In this work, an automated platform is introduced for the discovery of molecules as gain mediums for organic semiconductor lasers, a problem that has been challenging for conventional approaches. This platform encompasses automated lego-like synthesis, product identification, and optical characterization that can be executed in a fully integrated end-to-end fashion. Using this workflow to screen organic laser candidates, discovered eight potential candidates for organic lasers is discovered. The lasing threshold of four molecules in thin-film devices and find two molecules with state-of-the-art performance is tested. These promising results show the potential of automated synthesis and screening for accelerated materials development 
650 4 |a Journal Article 
650 4 |a accelerated materials discovery 
650 4 |a automated synthesis and analysis 
650 4 |a autonomous laboratory 
650 4 |a organic laser 
700 1 |a Aguilar-Granda, Andrés  |e verfasserin  |4 aut 
700 1 |a Hotta, Kazuhiro  |e verfasserin  |4 aut 
700 1 |a Yazdani, Sahar Alasvand  |e verfasserin  |4 aut 
700 1 |a Pollice, Robert  |e verfasserin  |4 aut 
700 1 |a Vestfrid, Jenya  |e verfasserin  |4 aut 
700 1 |a Hao, Han  |e verfasserin  |4 aut 
700 1 |a Lavigne, Cyrille  |e verfasserin  |4 aut 
700 1 |a Seifrid, Martin  |e verfasserin  |4 aut 
700 1 |a Angello, Nicholas  |e verfasserin  |4 aut 
700 1 |a Bencheikh, Fatima  |e verfasserin  |4 aut 
700 1 |a Hein, Jason E  |e verfasserin  |4 aut 
700 1 |a Burke, Martin  |e verfasserin  |4 aut 
700 1 |a Adachi, Chihaya  |e verfasserin  |4 aut 
700 1 |a Aspuru-Guzik, Alán  |e verfasserin  |4 aut 
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773 1 8 |g volume:35  |g year:2023  |g number:6  |g day:05  |g month:02  |g pages:e2207070 
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