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Data Science and Materials Informatics: Expanding the Frontiers of Future Technology
On October 21, 2024, the Photocatalytic Materials Research Association will host a seminar on "Foundations and Cutting-Edge Applications of Data Science Research." This event will gather experts from around the world to discuss the latest trends in material development using data science and materials informatics.
The Fusion of Data Science and Materials Informatics
Data science has transformed material research, bringing unprecedented efficiency to the field. Professor Keisuke Takahashi from Hokkaido University will present "Fundamentals of Materials Informatics," covering data construction, preprocessing, visualization, and machine learning. These advancements are revolutionizing traditional material discovery.
Broadening the Scope of Application
Associate Professor Miho Hatanaka from Keio University will introduce state-of-the-art developments in functional material design through machine learning. Using small datasets to create highly accurate predictive models, her research focuses on copolymers and catalysts, highlighting the growing trend towards open databases.
Additionally, Shoichi Matsuda from NIMS will showcase "High-throughput Electrolyte Screening Systems," demonstrating how autonomous experiments are accelerating the discovery of new electrolyte materials for batteries.
Industrial Impact
Industries are also embracing these advancements. Kenzaburo Okubo from POLA Chemical Industries will discuss how machine learning is revolutionizing the tactile design of cosmetics, shifting from experience-based processes to predictive models.
Data science and materials informatics are unlocking new possibilities in material development and industry. This seminar is an excellent opportunity to learn about these cutting-edge technologies. For those interested, please visit the Photocatalytic Materials Research Association website to register and get a new perspective on the latest technology trends.
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Photo-Functional Materials Research Society 99th
