Presentation Information
[11a-E301-7]Exploration of Wide-Gap Semiconductor and Dielectric Materials in Ilmenite-Type Structures and Study of Their Controlling Features
〇Jimbee Tanaka1, Keisuke Ide1, Takayoshi Katase1,2, Hideo Hosono1, Toshio Kamiya1 (1.MDXES, Science Tokyo, 2.MSL, Science Tokyo)
Keywords:
semiconductor,wide-gap,first-principles calculations
We conducted a high-throughput exploration of semiconductor and dielectric materials in ilmenite-type structures using first-principles calculations and machine learning. We discovered novel wide-gap semiconductor candidates containing Y and Hf, as well as nitride candidates exhibiting potential ferroelectricity. Furthermore, ML analysis identified the principal controlling factors as the ionic charge product and the bond-length distortion, enabling the successful visualization of high-dielectric compositions in the feature space.
