Lectures
The latest trends in Data-Driven Materials Research
The combination of AI and data is expected to accelerate development of materials. We will introduce the latest trends on how AI and data transform the methods of materials research.
Invited Talk 1 13:30～14:00
“Machine Learning for Materials Discovery”
Group Leader, Research and Services Division of Materials Data and Integrated System (MaDIS), NIMS
Professor, The University of Tokyo
Invited Talk 2 14:00～14:30
“Materials Development in the Energy and Electronics Sectors through Combinatorial Synthesis, High-Throughput Screening and Machine Learning”
Professor, Physical Chemistry, Associate Dean (Enterprise)
University of Southampton (UK)
NIMS Talk 1 14:30～14:45
“Smart and Data-efficient Exploration of Novel Solid Electrolytes by DFT and Machine Learning”
Interface Computational Science Group, Center for Green Research on Energy and Environmental Materials
Battery Materials Group, MaDIS
Invited Talk 3 14:45～15:15
“Challenges and Solutions in Soft Materials Informatics”
Professor, Department of Materials Science and Engineering
North Carolina State University, USA
NIMS Talk 2 15:15～15:30
“Practical Application of Machine Learning for Soft Matters”
Group Leader, Data-driven Polymer Design Group, MaDIS
Invited Talk 4 16:15～16:45
“Materials Innovation Driven by Data and Knowledge Systems”
Professor, The George W. Woodruff School of Mechanical Engineering
Georgia Institute of Technology, USA
NIMS Talk 3 16:45～17:00
“Data-scientific Approaches in Materials Integration”
Deputy Director, MaDIS
Data Infrastructure to Materials Innovation
In the era of AI, the value of data has increased more than ever. We will introduce cutting-edge approaches to material data infrastructure that supports future materials research.
Invited Talk 5 17:00～17:30
“From the Harvard Clean Energy Project to Self-Driving Laboratories:
A Journey in Materials Discovery”
Professor, Department of Chemistry, Department of Computer Science,
University of Toronto, Canada
NIMS Talk 4 17:30～17:45
“From Data Extraction to Data Utilization: Techniques for Practical Use of NIMS Materials Database”
Group Leader, Materials Database Group, Materials Data Platform Center, MaDIS