MATERIALS INFORMATICS FOR PERMANENT MAGNET DESIGN
Prof. Thomas Schrefl
head of the Center for Modelling and Simulation at the University
for Continuing Education in Krems, Austria
場所: NIMS 千現 第二会議室
In materials science, it is difficult to establish reliable machine predictions due to the limited available data. Accurate physics simulations based on electronic structure and micromagnetic theory are time-consuming even on modern hardware. Similarly, gathering experimental data that relates to the structure and property of magnetic materials is cumbersome. In this talk, I will propose strategies to address these problems. I will discuss several approaches for data generation and data analysis which may form building blocks for artificial intelligent assisted magnet design.