Advancing Materials Data, Design, and Discovery
| 整理番号 | 2025b007 |
|---|---|
| 種別 | 国際プロジェクト研究-研究集会（Ⅰ） |
| 研究計画題目 | Advancing Materials Data, Design, and Discovery |
| 研究代表者 | Kulbir Ghuman（INRS (Montreal, Canada)・Associate Professor） |
| 研究実施期間 |
2025年4月23日(水) ～
2025年4月25日(金) |
| 研究分野のキーワード | Materials Science, Artificial Intelligence, Machine Learning, Orbital-Free Density Functional Theory, Molecular Dynamics, Optimal Transport, global optimization algorithms, accelerated discovery of metal alloys, complex oxydes. |
| 本研究で得られた成果の概要 |
Summary of the 3rd CEMDI-PAIMS Symposium Title: Advancing Materials Data, Design, & Discovery Date: April 23–25, 2025 Venue: I2CNER Hall C, Kyushu University, Japan The 3rd CEMDI-PAIMS Symposium brought together 60 participants from Japan, Canada, and beyond to explore the intersection of Artificial Intelligence (AI), computational modeling, and materials science. Co-hosted by Kyushu University’s I2CNER and IMI, the symposium continued efforts to accelerate materials discovery through data-driven approaches. The event opened with institutional overviews from I2CNER, IMI, and Canada’s PRIMA, setting the stage for a series of technical sessions. Presentations covered a range of topics including machine learning-assisted design of porous materials, orbital-free DFT, multiscale modeling, and optimal transport methods. Talks also addressed CO₂ capture, solid-state electrolytes, and the application of AI to high-entropy alloys and functional molecules. The program featured four major themes: 1. AI for Materials Discovery 2. Computational Chemistry and Physics 3. Modeling for Electrochemical and Energy Devices 4. Experimental-Computational Integration A dedicated session on Quebec–Japan collaboration highlighted institutional support from PRIMA and the Québec Delegation in Tokyo. The symposium concluded with oral presentation awards and lab tours. This event marked the fourth in the growing CEMDI-PAIMS series. Organizers confirmed plans to continue this international collaboration, alternating between Canadian and Japanese host institutions, with a strong emphasis on student training, research exchange, and joint projects. IMI funding has helped strengthen the QC–Japan collaboration, leading to a jointly organized event scheduled to take place in Montreal next year. Additionally, efforts are currently underway with delegates from both Québec and Japan, as well as Québec funding agencies, to initiate an official partnership. |
| 組織委員(研究集会) 参加者(短期共同利用) |
Pierluigi Cesana（IMI・Associate Professor） Kenji Kajiwara（IMI・Professor, Director） Yu Kaneko（Daicel Corporation・Senior Research Scientist） Linh Thi Hoai Nguyen（I2CNER, Kyushu University・Assistant Professor） Daniel Packwood（Institute for Integrated Cell-Material Sciences, Kyoto University・Associate Professor） Yasser Salah Eddine Bouchareb（Institut National de la Recherche Scientifique, Center Énergie Matériaux Télécommunications (INRS-EMT)・PhD Student） Kulbir Ghuman（Institut National de la Recherche Scientifique, Center Énergie Matériaux Télécommunications (INRS-EMT)・Associate Professor） Aleksandar Staykov（I2CNER, Kyushu University・Associate Professor） |