Yu Bin Cheon

Name: Yu Bin Cheon

Department of Mechanical, Robotics and Energy Engineering

Dongguk University-Seoul

30, Pildong-ro 1-gil, Jung-gu, Seoul, Korea, 04620

E-mail:yubin9711@gmail.com

Biographical Information

• M.S. (2022-currently) Mechanical Engineering, Dongguk University, Seoul, Korea

• B. S. (2017-2021), Department of Aeronautical and Automotive, Aeronautical Engineering, Loughborough University, Loughborough, UK 

Academic Experience

• March 2023 - Present, Teaching Assistant, Dongguk University, Seoul, Korea

Research Interests  

• Artificial Intelligence (AI), Machine Learning 

• Prognostics, and Health Management (PHM)

• Finite Element Method(FEM), CAE

Honors and Awards 

1. Best Paper Award: Best Paper Award in Autonomous Intelligent Machines & Systems, 2024 Summer Conference of BK21FOUR, " Intelligent Computational Methods for Damage Detection of Laminated Composite Structures for Mobility Applications: A Comprehensive Review", Seoul, Korea, August 30, 2024

2. Best Poster Award: Best Poster Award, KMSM 2024, "Optimization of Copper Clip Bonding Using Taguchi Method for Enhanced Thermal Management of MOSFET Power Modules", Seoul, July 12, 2024 

3. Best Poster Award: Best Poster Award, PHM 2024, "The application of explainable artificial intelligence (XAI) and transfer learning for the detection of delamination in CFRP composites", Seoul, June 26, 2024 

4. Best Presentation Award: Best Presentation Award, KSME 2024, “XAI and Transfer Learning-based Delamination Detection of CFRP Plate”, Jeju, May 03, 2024. 

PUBLICATIONS-INTERNATIONAL JOURNAL/ COMMUNICATED INTERNATIONAL JOURNALS

1.  Cheon Y., Jung J., Ki D., Salman K., and Kim H.S., "Optimization of MOSFET Copper Clip to Enhance Thermal Management Using Kriging Surrogate Model and Genetic Algorithm", Mathematics 2024, 12(18), 2949; https://doi.org/10.3390/math12182949 

2. Izaz R., Kumar P., Cheon Y., Tanveer M., Jo S.H. and Kim H.S., ” Advances in Prognostics and Health Management for Aircraft Landing Gear - Progress, Challenges, and Future Possibilities,” International Journal of Precision Engineering and Manufacturing-Green Technology (accepted)

3. Muzammil A., Cheon Y.B., Raouf I., Salman K.. and Kim H.S., “Intelligent Computational Methods for Damage Detection of Laminated Composite Structures for Mobility Applications: A Comprehensive Review”, Archives of Computational Methods in Engineering (accepted) 

4. Muzammil A., Kim S.J. Cheon Y.B. and Kim H.S., “Intelligent Structural Health Monitoring of Composite Structures using Machine Learning, Deep Learning, and Transfer Learning: A Review,” Advanced Composite Materials,  (accepted) https://doi.org/10.1080/09243046.2023.2215474.

Publications Korean Journal Papers

1. Cheon, Y., Jung, J., Khalid, S., Kim, H. S., Chung, J., "Computational Analysis and Optimization of Copper Clip Packages for MOSFETs," Journal of the Computational Structural Engineering Institute of Korea (JCOSEIK), 2024.

RESEARCH PAPER PRESENTED IN NATIONAL / INTERNATIONAL CONFERENCES

1. 천유빈, 살만 칼리드, 정재현, 김흥수, "Optimization of Copper Clip Bonding Using Taguchi Method for Enhanced Thermal Management of MOSFET Power Modules", The 10th Korea Multi-Scale Mechanics Symposium 2024 (KMSM2024 Symposium), 서울, 2024/07/11~12

2. 무하마드무자밀아자드, 천유빈, 정재현, 김흥수, "An interpretable deep learning approach for vibration based damage detection of laminated composites", 한국소음진동공학회 학술대회, 2024/05/22~25.

3. 천유빈, 정재현, 송진우, 김흥수, "XAI 및 전이학습 기반 CFRP 복합재의 결함탐지", 2024 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 제주도, 2024/05/01~03.

4. 살만칼리드, 천유빈, 김흥수, "실리콘 카바이드 (SiC) MOSFET 전력 모듈의 열 신뢰성 모델링 및 분석", 2024 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 제주도, 2024/05/01~03.

5. 천유빈, 살만칼리드, 김흥수, "수치해석 모델 기반 모스펫 Cu-Clip 패키지 최적화", 한국전산구조공학회 2024년도 정기학술대회, 제주도, 2024/04/17~19.

6. 천유빈, 살만칼리드, 김흥수, “Computational Investigation and Optimization of MOSFET Copper-Clip Dimensions,” The 9th Korea Multi-Scale Mechanics Symposium 2023 (KMSM2023 Symposium), 여수, 2023/12/6~8 

7. 무하마드무자밀아자드, 천유빈, 김성준, 김흥수, “하이브리드 다중채널 콘볼루션 오토인코더를 사용한 적층 복합재의 손상 감지,” 한국전산구조공학회 2023년도 학술심포지움, 춘천, 2023/11/16~17. 

8. 살만칼리드, 천유빈, 김흥수, “구리 클립 결합 전력 전자 모듈의 유한 요소 기반 최적화,” 한국전산구조공학회 2023년도 학술심포지움, 춘천, 2023/11/16~17. 

9. 천유빈, 송진우, 김흥수, “설명 가능한 전이학습을 이용한 적층복합재의 층간분리 탐지,” 대한기계학회 2023년 학술대회, 인천, 2023/11/1~11/4. 

10. 천유빈, 노영림, 송진우, 김흥수, “설명가능한 CNN 기반 스마트 복합재 결함 탐지”, PHM KOREA 2023, 서울, 2023/07/03~05.

11. 무하마드무자밀아자드, 김성준, 천유빈, 김흥수, “경험적 모드 분해법과 3D 합성곱 오토인코더를 사용한 복합재 손상 감지를 위한 특징 공학”, PHM KOREA 2023, 서울, 2023/07/03~05.

12. 천유빈, 노영림, 송진우, 김흥수, “딥러닝 기반 스마트복합재 결함 탐지에서의 설명 가능한 인공지능 적용,” 2023 대한기계학회 CAE 및 응용역학부문 춘계학술대회, 부산, 2022/5/17~20.