COURSE

FUNH5100

Introduction to Materials Informatics

Function Hub / Function Hub Core · 3 Credits

Materials informatics integrates materials science and engineering with artificial intelligence (AI), machine learning (ML), and database to accelerate the innovation in the whole materials development continuum and to speed up the process from data to material knowledge. This course will introduce essential and fundamental AI and ML knowledge and algorithms through vivid and practical examples from materials science and engineering.Notably, this course is designed for students whose majors are not in mathematics or computer science but other broader fields, such as materials science and engineering, mechanics science and engineering, physics, and chemistry. This course will empower those with limited knowledge of statistics, probability, and optimization to learn Materials Informatics without difficulty.