2021 Fall Meeting

Presentation information

Oral presentation

V. Nuclear Fuel Cycle and Nuclear Materials » 501-1 Basic Properties

[1D05-09] Fuel Development Using AI & Machine Learning

Wed. Sep 8, 2021 2:45 PM - 4:10 PM Room D

chair: Kenji Konashi (Tohoku Univ.)

3:15 PM - 3:30 PM

[1D07] Acceleration of nuclear fuel development research incorporating artificial intelligence (AI) technology

(3)Development of neural network potential of ZrO2

Kenzi Konashi1, *Kazuki Mori2, Nobuhiko Kato2 (1. TOHOKU Univ., 2. ITOCHU Techno-Solutions Corp.)

Keywords:Molecular dynamics, Neural network, AI, Melting point

Neural network potential for ZrO2 has been developed using artificial intelligence (AI) technology. The enthalpy, specific heat, melting point, and heat of fusion of ZrO2 were calculated by molecular dynamics (MD) method with the potential.