Conference Program
| Room | Time | Speaker | Title | ||
|---|---|---|---|---|---|
| Room A | 10:00 ~ 10:20 | 20' | Opening Ceremony | ||
| 10:20 ~ 10:35 | 15' | MOU Ceremony | |||
| 10:35 ~ 10:45 | 5' | Photo | |||
| 10:45 ~ 11:25 | 40' | Plenary Lecture | Ryo Tamura (NIMS) |
Black-box optimization methods for automated materials exploration | |
| 11:25 ~ 12:05 | 40' | Lei Zhang (USTB) |
Materials Data Platform based on the Materials Genome Engineering Database Architecture | ||
| 12:05 ~ 12:45 | 40' | Yuichiro Yamashita (AIST) |
Material database and measurement informatics for thermophysical property | ||
| 12:45 ~ 13:30 | 45' | Luncheon Session | |||
| Metallic Materials (Chair : Ho Won Lee) | |||||
| 13:30 ~ 14:00 | 30' | Le Thi Hong Lien (IMS) |
Prediction of atmospheric corrosion of carbon steel using the conventional methods and the applicability of machine learning | ||
| 14:00 ~ 14:25 | 25' | Haiqing YIN (USTB) |
Design of Nickel-based superalloys and the dataset beneath | ||
| 14:25 ~ 14:50 | 25' | Se-Jong Kim (KIMS) |
Development of an Automated Data Analysis System for Building a High-Reliability Research Database | ||
| 14:50 ~ 15:20 | 30' | Coffee Break | |||
| 15:20 ~ 15:50 | 30' | Jong pil Yun (KITECH) |
Applications of AI in the Material Industry | ||
| 15:50 ~ 16:15 | 25' | Min Ho Seo (Pukyong National University) |
Design and implementation of intermetallic PtM core-shell electrocatalysts in green energy systems using artificial intelligence multiscale modeling | ||
| 16:15 ~ 16:35 | 25' | Won joo Lee (Hanyang University) |
Lattice Boltzmann method (LBM) - cellular automata (CA) analysis for prediction of microstructure in casting alloys | ||
| 16:35 ~ 18:00 | 85' | Poster | |||
| 18:00 ~ | Banquet | ||||
| Room B | Textile Materials (Chair : Byung Kab Song) | ||||
| 13:30 ~ 14:00 | 30' | Seung Soon Jang (Georgia Tech) |
Multiscale modeling and simulation approach for novel materials development | ||
| 14:00 ~ 14:25 | 25' | Chen Su-hui (TTRI) |
Opportunities and Challenges of Digital Fabrics | ||
| 14:25 ~ 14:50 | 25' | Hoang Tung Nguyen (IMS) |
Effects Of Machine Learning Approaches On Forecasting Absorption Behavior And Structural Inverse Design Of GHz Disk-Shape Metamaterials | ||
| 14:50 ~ 15:20 | 30' | Coffee Break | |||
| 15:20 ~ 15:45 | 25' | Dirk Zschenderlein (STFI) |
Digital techniques for the simulation of textile materials and the production of technical textiles | ||
| 15:45 ~ 16:10 | 25' | kwangil Kim (CLO) |
Digital transformation of the textile and fashion industry | ||
| 16:10 ~ 16:35 | 25' | Suyoung Chi (ETRI) |
Digital data AI service platform to accelerate materials development | ||
| 16:35 ~ 18:00 | 55' | Poster | |||
| Room | Time | Speaker | Title | |
|---|---|---|---|---|
| Room A | Ceramics, Glasses and Semiconductors (Chair : Hyun Seok Ko) | |||
| 09:00 ~ 09:30 | 30' | Yang Bai(USTB) | Machine learning assisted phase diagram construction and property prediction in multi-component ferroelectric materials | |
| 09:30 ~ 09:55 | 25' | Yukinori Koyama (NIMS) |
Discovering Novel Europium (II)-Activated Phosphors with Designed Luminescence Colors: A Data-Driven Approach | |
| 09:55 ~ 10:20 | 25' | Yuta Aoki (Schrödinger, K.K.) |
Exploration of novel 2D structures for titanium oxides based on their 3D crystal structure database | |
| 10:20 ~ 10:45 | 30' | Jeong-Hun Kim (Chungbuk National University) |
A versatile strategy for hybridizing small experimental and large simulation data: A case for ceramic tape-casting process | |
| 10:45 ~ 11:15 | 30' | Coffee Break | ||
| 11:15 ~ 11:40 | 25' | Do-Hyeun Kim (Jeju National University) |
A Study of Data Analysis and Recommendation based on Machine Learning for Ceramic Material | |
| 11:40 ~ 12:05 | 25' | Tae Ho Shin (KICET) |
Innovative Manufacturing Process through Data Reposityro for AI on Solid Oxide Electrolysis Cells for Green Hydrogen Energy | |
| 12:05 ~ 13:30 | 85' | Luncheon Session | ||
| Data Management (Chair : Su young Chi) | ||||
| 13:30 ~ 14:00 | 30' | Hong Wang (Shanghai Jiaotong University) |
AI-ready Materials Data: the Requirements, Standards and Infrastructures | |
| 14:00 ~ 14:25 | 25' | Hyunwoo Kim (Korea University) |
Generative AI for Materials Discovery | |
| 14:25 ~ 14:50 | 25' | Han-Jun Lee (KIMS) |
Prediction of Forming Limit Diagram by Deep Learning and Crystal Plasticity Finite Element Method | |
| 14:50 ~ 15:15 | 25' | Faiza Qayyum (Jeju National University) |
Enhanced Dielectric and Piezoelectric Materials Data Imputation Scheme based on Transformer Encoder-Decoder for Data Refinement | |
| 15:15 ~ 15:45 | 30' | Coffee Break | ||
| 15:45 ~ 16:10 | 25' | Ceramic Special Lecture | ||
| 16:10 ~ 16:35 | 25' | |||
| 16:35 ~ | Closing Ceremony | |||
| Room B | Organic Materials (Chair : In Kim) | |||
| 09:00 ~ 09:30 | 30' | Seunghwa Ryu (KAIST) |
Machine Learning-Based Design Methods Considering Data Characteristics and Design Space Size | |
| 09:30 ~ 09:55 | 25' | Jong-Ho Back (Seoul National University) |
Design of High-Functional Adhesive Materials through Artificial Intelligence Technology | |
| 09:55 ~ 10:20 | 25' | Dongil Peter Shin (Myongji University) |
AI and Machine Learning for Prediction of Mechanical Properties and Design of Polymer Matrix Composites | |
| 10:20 ~ 10:45 | 25' | Woojin Choi (KRICT) |
Digital transformation technologies of plastic compounds | |
| 10:45 ~ 11:15 | 30' | Coffee Break | ||
| 11:15 ~ 11:40 | 25' | Geunho Gu (KENTECH) |
Understanding Atomistic Kinetics Using Deep Learning | |
| 11:40 ~ 12:05 | 25' | Gyoung S. Na (KRICT) |
Artificial Intelligence for Learning Chemical Interactions on Organic-Inorganic Hybrid Chemical Systems | |
| Data Applications (Chair : Ho Won Lee) | ||||
| 13:30 ~ 14:00 | 30' | Yibin Xu (NIMS) |
Application of Materials Data Extracted from Literature | |
| 14:00 ~ 14:25 | 25' | Jiong Yang (Shanghai University) |
High-Throughput Calculations for Thermoelectrics Based on MatHub-3d Repository | |
| 14:25 ~ 14:50 | 25' | Quan Qian (Shanghai University) |
Machine Learning on Materials Small Data with Sample and Feature Augmentations | |
| 14:50 ~ 15:15 | 25' | Yen-Ju Wu (NIMS) |
Unveiling Key Factors and Design Implications for Enhancing Li Diffusion in Garnet Ionic Conductors | |
| 15:15 ~ 15:45 | 30' | Coffee Break | ||
| 15:45 ~ 16:10 | 25' | Dong Eung Kim (KITECH) |
Case study of artificial intelligence application to PPURI technology | |
| 16:10 ~ 16:35 | 25' | Mingi Oh (KIMS) |
Prediction of Craters Formation in Large Pulsed Electron Beam (LPEB) Process Using a GAN-based Deep-Learning Model | |