본문 바로가기 대메뉴 바로가기
open
Close

기계공학부

학부앨범

GIST Mini Symposium on Artificial Intelligence for Mechanical Engineering

작성자기계공학부  조회수1,007 등록일2021-11-11
211117 기계공학부 미니심포_포스터 수정 (1).jpg [3,759.7 KB]

 

Registration : 공지사항 내 참가신청서 제출 (제출처 : me_symposium@gist.ac.kr)

 


GIST Mini Symposium on Artificial Intelligence for Mechanical Engineering

Date: 2021. 12. 9. (Thu) ~ 10. (Fri)
Location: GIST ME

GIST Mini Symposium on Artificial Intelligence for Mechanical Engineering
(GIST AI+ME)
Agenda
Time Dec. 9th Thursday (17:00 ~ 19:30)
17:00~18:00 GIST Lab Tour
18:00~19:30 Welcome Reception
Time Dec. 10th Friday (08:00 ~ 13:30)
07:30~08:00 Coffee and Cookies
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)

08:45~09:25

An ANN-Based Model-Order-Reduction Method for Large-Scale TO Designs, Prof. Wenjing Ye (Hong Kong UST, CHN)

09:25~10:05

Machine Learning for Scientific Discovery, Prof. Steven Brunton (U. Washington, USA)

10:05~10:20 Break and Refreshment
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
This symposium will be held on- and off-line due to the COVID-19 pandemic.
Detail information along with any update is posted in the GIST ME webpage me.gist.ac.kr.
QUICK
MENU