Deep Learning of Accurate Force Field of Hf$_x$Si$_{1-x}$O$_2$

Yingtao Yang, Tongqi Wen, Wei Ren

Submission Type: I want my submission to be considered for poster only

Keywords: HfO2, doing，machine learning potential, ferroelectric

TL;DR: We develop a machine learning potential for ferroelectric HfₓSi₁₋ₓO₂, enabling high-accuracy atomistic simulations of its phase transitions and polarization dynamics

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 65