[16p-C42-1~12] Frontier of flexible and stretchable electronics

3:00 PM - 3:30 PM JST(6:00 AM - 6:30 AM UTC)

[16p-C42-4] Development of Organic Semiconductor Devices Using Database and AI

〇Hiroyuki Matsui¹ (1.ROEL, Yamagata Univ.)

Keywords:

organic transistors,materials informatics,Bayesian optimization

Studies utilizing databases and artificial intelligence (AI) are accelerating. Here we show three studies for organic semiconductors and transistors: (1) finding substructures leading to large transfer integrals in materials database, (2) prediction of molecular properties by machine learning and its application to a molecular design tool, and (3) Bayesian optimization of organic transistors by lab automation.