이전
다음
스마트 디자인 연구실(SmartDesign Lab)은 설계자의 지능과 노하우를 컴퓨터 프로그램에 담아 쉽고 빠르게 그리고 자동으로 설계하는 방법을 연구하고 있습니다. 기계, 조선, 플랜트, 항공 등 다양한 분야를 대상으로 연구를 수행하고 있으며, 특히 Computer-Aided Design, Computer-Aided Manufacturing, Point Cloud Processing, Mesh Processing, AI-Based Design, Engineering Information Modeling에 관심이 있습니다.
- 2026.01.19 서승현 학생이 SmartDesign Lab에 학부 연구생으로 참여합니다.
- 2022.11.14 김지연 학생이 SmartDesign Lab에 학부 연구생으로 참여합니다.
- 2022.10.04 이진훈 학생이 SmartDesign Lab에 학부 연구생으로 참여합니다.
- 2022.05.03 허승회 학생이 SmartDesign Lab에 학부 연구생으로 참여합니다.
- 2022.01.03 이경훈 학생이 SmartDesign Lab에 학부 연구생으로 참여합니다.
- 그래프 신경망 기반 다중 수준 기계가공 특징형상 인식(Graph neural network-based multi-level machining feature recognition), 중견연구, 한국연구재단(과학기술정보통신부), 2024.05.01~2027.04.30.
- 김회창, 차민혁, 김병철*, “심층 강화학습을 이용한 단순 가공 형상의 설계이력 재구성(Design-history reconstruction in simple machined shapes using deep reinforcement learning)”, 한국기계가공학회지, Vol. 22, No. 7, pp. 62-69, 2023년 7월, https://doi.org/10.14775/ksmpe.2023.22.07.062. (KCI)
- Gwangsik Kim, Byung Chul Kim*, "Classification of functional types of lines in P&IDs using a graph neural network," IEEE Access, Vol. 11, pp. 73680–73687, July 2023, https://doi.org/10.1109/ACCESS.2023.3296223. (SCIE)
- Dong Kyou Park, Byung Seok Kong, Byung Chul Kim*, “Development of crash pad using overmolding technology”, International Journal of Automotive Technology, Vol. 23, No. 6, pp. 1739–1745, December 2022,
https://doi.org/10.1007/s12239-022-0151-6. (SCIE)
- Byung Chul Kim, Hyungki Kim, Yoochan Moon, Gwang Lee, Duhwan Mun, “End-to-end digitization of image format piping and instrumentation diagrams at an industrially applicable level”, Journal of Computational Design and Engineering, Vol. 9, No. 4, pp. 1298–1326, August 2022, https://doi.org/10.1093/jcde/qwac056. (SCIE)
- Byung Chul Kim, Hoe Chang Kim, Sungho Han, Dong Kyou Park, “Inspection of underwater hull surface condition using the soft voting ensemble of the transfer-learned models”, Sensors, Vol. 22, No. 12, Article: 4392, June 2022, https://doi.org/10.3390/s22124392. (SCIE)
- Jin Hun Lee, Yeo Un Yoon, Byung Chul Kim, “Shape-based viewpoint optimization for bottom-side measurement of ship blocks”, The 7th International Conference on Manufacturing Process & Technology (ICMPT 2026) (Le Meridien Hotel, Kota Kinabalu, Malaysia, February 2-5, 2026), PP1-14, pp. 77, 2026.02.03.
- Ji Won Kim, Byung Chul Kim, “Dual-invariance self-supervised learning for conceptual to detailed design retrieval”, The 7th International Conference on Manufacturing Process & Technology (ICMPT 2026) (Le Meridien Hotel, Kota Kinabalu, Malaysia, February 2-5, 2026), PP1-13, pp. 76, 2026.02.03.
- Gyeong Hun Lee, Byung Chul Kim, “Detailing 3D shapes using a generative model”, The 7th International Conference on Manufacturing Process & Technology (ICMPT 2026) (Le Meridien Hotel, Kota Kinabalu, Malaysia, February 2-5, 2026), PP1-15, pp. 78, 2026.02.03.
- Seung Jae Lee, Yeo Un Yoon, Byung Chul Kim, “Comparison of noise removal methods for scanned ship block data using CAD models”, The 7th International Conference on Manufacturing Process & Technology (ICMPT 2026) (Le Meridien Hotel, Kota Kinabalu, Malaysia, February 2-5, 2026), PP1-12, pp. 75, 2026.02.03.
- Ji Won Kim, Byung Chul Kim, “Searching detailed design shapes from a conceptual design shape using contrastive learning on multi-view images”, The 3rd Emerging Technologies in Mechanical Engineering (ETME2025) (Jeongseon, Korea & Online, December 10-12, 2025), Fr16B002, pp. 34, 2025.12.12.