July 17, 2025 (Thursday)
July 17, 2025 (Thursday)
Embedded Files
09:00 ~ 09:30
Symposium Opening
Symposium Opening
Kwang-Ryeol Lee (Korea Institute of Science and Technology) & Yong Hak Huh (National Center for Materials Research Data, Korea Research Institute of Standard Science) & Satoshi Minamoto (National Institute for Materials Science, Japan)
Keynote Session : Digital Transformation of Materials Research (Chair : Yong Hak Huh)
10:30 ~ 11:00
Coffee Break
Coffee Break
Session 1 : National Initiative for Materials R&D Data (Chair : Satoshi Minamoto)
11:00 ~ 11:30
Haiqing Yin (University of Science and Technology Beijing, China)
11:30 ~ 12:00
Jungho Shin (Korea Research Institute of Chemical Technology, Korea)
12:00 ~ 12:30
Joerg Schaarschmidt (Karlsruhe Institute of Technology, Germany)
12:30 ~ 13:00
Satoshi Minamoto (National Institute for Materials Science, Japan)
13:00 ~ 14:00
Lunch Break
Lunch Break
Session 2 : Data Infrastructures (Chair : Jungho Shin)
14:00 ~ 14:30
Yasuyuki Nakamura (National Institute for Materials Science, Japan)
14:30 ~ 15:00
Hongming Weng (Institute of Physics, Chinese Academy of Science, China)
15:00 ~ 15:30
Bernd Bayerlein (Federal Institute for Materials Research and Testing, Germany)
15:30 ~ 16:00
Coffee Break
Coffee Break
Session 3 : Multi-layered Evolution of Data-driven Approaches in Materials Research at MDPF, NIMS (Chair : Takuya Kadohira)
Conceptual Design
16:00 ~ 16:10
Conceptual Modeling and Schema for Metallic Materials Reliability Data
Conceptual Modeling and Schema for Metallic Materials Reliability Data
Asahiko Matsuda (NIMS, Japan)
16:10 ~ 16:20
Designing a Unified Data Structure for Solid Electrolytes toward Machine Learning Applications
Designing a Unified Data Structure for Solid Electrolytes toward Machine Learning Applications
Yasuhiro Fujiwara (NIMS, Japan)
Implementation
16:20 ~ 16:30
Accumulation of Materials Data: The Case of Polymer Database, PolyInfo
Accumulation of Materials Data: The Case of Polymer Database, PolyInfo
Isao Kuwajima (NIMS, Japan)
16:30 ~ 16:40
Integrated Dataset Viewer for Enhaced Reusability of Materials Data
Integrated Dataset Viewer for Enhaced Reusability of Materials Data
Jun Fujima (NIMS, Japan)
16:40 ~ 16:50
Materials Data Repository: Open Science Infrastructure in NIMS
Materials Data Repository: Open Science Infrastructure in NIMS
Kosuke Tanabe (NIMS, Japan)
16:50 ~ 17:00
A PSPP-Guided ETL Library for Live Data Aggregation and Forward/Inverse Problem Solving in Materials Engineering
A PSPP-Guided ETL Library for Live Data Aggregation and Forward/Inverse Problem Solving in Materials Engineering
Takuya Kadohira (NIMS, Japan)
Application
17:10 ~ 17:20
High Throughput Crystalline Phase Identification in XRD with GPU-Accelerated Bayesian Variational Inference
High Throughput Crystalline Phase Identification in XRD with GPU-Accelerated Bayesian Variational Inference
Ryo Murakami (NIMS, Japan)
17:20 ~ 17:30
Bayesian Based Welding Condition Proposal Method for High Creep Strength Weld Joints
Bayesian Based Welding Condition Proposal Method for High Creep Strength Weld Joints
Hitoshi Izuno (NIMS, Japan)
17:30 ~ 17:40
Machine Learning Based Microstructure Analysis of Long-term Crept Materials
Machine Learning Based Microstructure Analysis of Long-term Crept Materials
Akihiro Endo (NIMS, Japan)
17:40 ~ 17:50
Federated Learning of Creep Life Predictive Models with Multiple Institutions Preserving Data Confidentiality
Federated Learning of Creep Life Predictive Models with Multiple Institutions Preserving Data Confidentiality
Junya Sakurai (NIMS, Japan)
17:50 ~ 18:00
Bayesian Estimation Approach to XPS Spectrum Decomposition: Application to the Si 2p Spectra of Thermally Oxidized Silicon Surfaces
Bayesian Estimation Approach to XPS Spectrum Decomposition: Application to the Si 2p Spectra of Thermally Oxidized Silicon Surfaces
Hiroshi Shinotsuka (NIMS, Japan)
Poster only
Design of Equation-based Predictive Models in materials Engineering for Large-scale Implementation
Design of Equation-based Predictive Models in materials Engineering for Large-scale Implementation
Chie Suematsu (NIMS, Japan)
Novel Chemo-Structrual Short-Range-Order Metrics for Crystalline Materials
Novel Chemo-Structrual Short-Range-Order Metrics for Crystalline Materials
SiuChung Tsang (NIMS, Japan)
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