Presentation Information

[B3-O201-03]Data-Driven Physics-Informed Neural Network for Parameterizing Phase-Field Model of Single-Crystal Ferroelectrics

*Xuejian Wang1, Frank Wendler1, Hikaru Auzuma2, Shuji Ogata2 (1. Inst. of Materials Simulation (WW8), Friedrich-Alexander-Univ. Erlangen-Nürnberg (Germany), 2. Graduate Sch. of Eng., Nagoya Inst. of Tech. (Japan))

Keywords:

Physics-Informed Neural Network,Phase-field Method,Ferroelectrics,Parameters Identification