[P] P7~P25

12:00 PM - 1:30 PM JST(3:00 AM - 4:30 AM UTC)

[P21] Data Assimilation of Multi-Phase Model based on Physically Informed Neural Network

*Chang Liu¹, Meng Zhang², Satoshi Noguchi³, Junya Inoue² (1. EngUTokyo, 2. IIS UTokyo, 3. JAMSTEC)

Keywords:

Phase-field Simulation,Physically Informed Neural Networks,Data Assimilation,Machine Learning

Phase-field data assimilation applying Physically Informed Neural Networks facilitates stable large-scale simulations, being expected to estimate internal parameters in complex phase-field models.