| GIST Mini Symposium on Artificial Intelligence for Mechanical Engineering |
| (GIST AI+ME) |
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| Agenda |
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| Time |
Dec. 9th Thursday (17:00 ~ 19:30) |
| 17:00~18:00 |
GIST Lab Tour |
| 18:00~19:30 |
Welcome Reception |
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| Time |
Dec. 10th Friday (08:00 ~ 13:30) |
| 07:30~08:00 |
Coffee and Cookies |
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Plenary Session
Chair : Prof. Solkeun Jee (GIST)
ME 114, 228, 102 |
| 08:00~08:05 |
Opening Remark |
| 08:05~08:45 |
Mechanics Meet Artificial Intelligence, Prof. Amir Barati Farimani (Carnegie Mellon U., USA)
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| 08:45~09:25 |
An ANN-Based Model-Order-Reduction Method for Large-Scale TO Designs, Prof. Wenjing Ye (Hong Kong UST, CHN)
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| 09:25~10:05 |
Machine Learning for Scientific Discovery, Prof. Steven Brunton (U. Washington, USA)
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| 10:05~10:20 |
Break and Refreshment |
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Fluid Dynamics with AI
Chair : Prof. Seongim Choi (GIST)
ME 114 |
Structural Design Optimization
Chair : Prof. Jaewook Lee (GIST)
ME 228 |
System Health Diagnosis
Chair : Prof. Hyunseok Oh (GIST)
ME 102 |
| 10:20~10:50 |
End-to-End Differential Learning of Turbulence Model from Indirect Observation Data
Prof. Heng Xiao (VA-Tech, USA) |
Structural Optimizations for Additively Manufactured Functional Structures
Prof. Akihiro Takezawa (Waseda U., JPN) |
Physics-informed Machine Learning for Battery Health Prognostics – Challenges, Data Acquisition, and Methodologies
Prof. Chao Hu (Iowa State U., USA) |
| 10:50~11:20 |
Turbulence Modeling with Machine Learning for Separated Flows
Prof. Solkeun Jee (GIST) |
Bone Microstructure Reconstruction from Clinical CT Scan Data
Prof. In Gwun Jang (KAIST) |
AI Meets Physics vs. Physics Meets AI
Prof. Seungchul Lee (POSTECH) |
| 11:20~11:50 |
Fluid Dynamic Control and Optimization Using Deep Reinforcement Learning
Prof. Donghyun You (POSTECH) |
Topology Optimization using PINN
Prof. Jaewook Lee (GIST) |
Smart Diagnostic Robot for Patrol Inspection of Underground Transmission System
Prof. Ki Yong Oh (Hanyang U.) |
| 11:50~12:20 |
Data-Driven Multi-Fidelity Aerodynamic Analysis and Design Method
Prof. Seongim Choi (GIST) |
AI-powered Generative Design
Prof. Namwoo Kang (KAIST) |
Machine Health Diagnosis with AI
Prof. Hyunseok Oh (GIST) |
| 12:20~13:30 |
Lunch |
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This symposium will be held on- and off-line due to the COVID-19 pandemic. |
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Detail information along with any update is posted in the GIST ME webpage me.gist.ac.kr. |
