한국소성가공학회 실습 2

Predict Bulk Modulus with PyCaret


By Prof. Seungchul Lee
http://iai.postech.ac.kr/
Industrial AI Lab at POSTECH

Table of Contents

1. AI in Materials Science

1.1. The Fourth Paradigm in Materials Science





Image: Ankit Agrawal and Alok Choudhary, "Perspective: Materials informatics and big data: Realization of the “fourth paradigm” of science in materials science," APL Materials 4, 053208 (2016); https://doi.org/10.1063/1.4946894

1.2. Fast Materials Screening

  • AI-based methods as a pre-screening tool for traditional methods like DFT