HKIAS Distinguished Lecture Series
Professor Tongyi Zhang explored Materials Informatics and Materials-GPT: The path to drive innovation in Science
Professor Tongyi Zhang, Member of the Chinese Academy of Sciences and founding dean of Materials Genome Institute, Shanghai University, delivered the HKIAS Distinguished Lecture entitled “Materials-GPT and Domain Knowledge-Guided Machine Learning” on 20 October 2023.
Materials informatics is growing extremely fast by integrating Artificial Intelligence (AI) and machine learning. Particularly, the birth of Chat-GPT-4 further pours oil on the flames of Materials Informatics and hastens the parturition of Materials-GPT. In the lecture, Professor Zhang introduced the concept of Materials Informatics and Materials-GPT. He emphasised that domain knowledge-guided machine learning strategy is the best way to create new knowledge, innovate and progress materials science and engineering, and speed up the materials manufacturing, leading to the development of formulas with high generalisation and accurate prediction power, which are desirable to science, technology, and engineering.
Professor Tongyi Zhang is the founding dean of the Materials Genome Institute, Shanghai University, and the founding director of the Materials Genome Engineering division at CMRS. Currently, he is dedicated to promoting Materials Genome Engineering and Materials/Mechanics Informatics. He joined the HKUST (Guangzhou) in 2022. He received the 2018 Prize for Scientific and Technological Progress from the HLHL Foundation, the Second Prizes of 2007 and 1987 State Natural Science Award, China, etc. He is a Fellow of the International Congress on Fracture, a Fellow of the HK Academy of Engineering Sciences, a Member of the Chinese Academy of Sciences, a Senior Research Fellow of the Croucher Foundation HK, etc.
This lecture is supported in part by the Kwang Hua Educational Foundation. It is the first programme of the full-day “Advanced Structural Materials Workshop” where six distinguished speakers from the Materials Genome Institute, Shanghai University and the Department of Materials Science and Engineering, City University of Hong Kong shared insights related to materials informatics and materials science.
Photos for the lecture are available on the HKIAS website.