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김남훈
Kim, Namhun

김남훈

기계공학과

  • UNIST Computer-Integrated Manufacturing Lab.
  • Website
Research Interests
3D Printing;Additive Manufacturing;Smart Manufacturing;Agent-based Modeling and Simulation;DFAM;3D 프린팅;적층제조;적층제조적합설계;스마트제조
Lab Description
UNIST-CIM Lab. develops advanced manufacturing technologies with emphasis on additive manufacturing (3D printing), manufacturing system analysis and agent-based simulation.We aim to research and develop 1) the advanced design and process engineering technology of 3D printing for industrial applications, 2) analytic model of complexity and flexibility in manufacturing systems, and 3) agent-based advanced simulation with human-inclusion in complex system dynamics (e.g., manufacturing operation, social safety systems, etc.).
Researcher ID Research Gate ORCiD Scopus Google Scholar
Previous
Reinforcement learning-based toolpath optimisation with 3D U-Net driven rapid thermal prediction File File

Kim, Taekyeong , Kim, Dohyean , Kwon, Soon-Sung , Sing, Swee Leong , Kim, Namhun , Jung, Im Doo

Article Issue Date2026-02 View16
AIoT image analysis for real-time dispatching of shipyard transport devices: A focus on trailers File

Choo, Youngjun , Lim, Sunghoon , Kim, Yonghyun , Park, Yeojoon , Oh, Yonghoon , Lee, Changyob , Yun, Wonjun , Kim, Namhun

Article Issue Date2026-01 View13712
Adaptive strut cross-section design of lattice structure incorporating direct stiffness method with a geometric stiffness matrix File File

Kim, Joo Eon , Koo, Jageon , Lee, Juchan , Jung, Im Doo , Kim, Namhun

Article Issue Date2025-12 View28
Causal effect estimation framework for early human decision-making under nuclear emergencies: Integrating virtual reality and machine learning File

Park, Younghee , Kim, Jeongsik , Kim, Byoung-Jik , Lee, Hyeonjeong , Ahn, Youngsaem , Kim, Namhun

Article Issue Date2025-05 View122
Sustainable technology selection in additive manufacturing: an integrated fuzzy decision analysis framework File

Anussornnitisarn, Pornthep , Nivasanon, Chanipa , Kim, Namhun , Ransikarbum, Kasin

Article Issue Date2025-05 View42
Multimodal deep learning for enhanced temperature prediction with uncertainty quantification in directed energy deposition (DED) process File File

Baek, Adrian Matias Chung , Kim, Taehwan , Seong, Minkyu , Lee, Seungjae , Kang, Hogyeong , Park, Eunju , Jung, Im Doo , Kim, Namhun

Article Issue Date2025-03 View94
Influence of Hot Isostatic Pressing on Different Crack Modes of Laser Powder Bed Fusion-Processed CM247LC: Alternative Process Parameters Considering Post-processing File

Koo, Jageon , Kim, Joo Eon , Auyeskhan, Ulanbek , Park, Seongwon , Jung, Im Doo , Kim, Namhun

Article Issue Date2025-03 View125
Direct energy deposition for smart micro reactor File File

Kim, Hayeol , Seo, Junyoung , Baek, Adrian Matias Chung , Shin, Woo Yeong , Jeon, Hongryung , Moon, Seung Ki , Kim, Hyungmo , Kim, Namhun , Jung, Im Doo

Article Issue Date2024-12 View187
Advancing image inpainting efficiency: An exploration of pixel and channel split operations File

Choo, Youngjun , Baek, Adrian Matias Chung , Kim, Namhun

Article Issue Date2024-11 View150
Downskin Surface Roughness Prediction with Machine Learning for As-Built CM247LC Fabricated Via Powder Bed Fusion with a Laser Beam File

Koo, Jageon , Lee, Seungjae , Baek, Adrian Matias Chung , Park, Eunju , Kim, Namhun

Article Issue Date2024-08 View122
3D Printing of Luminescent Perovskite Quantum Dot-Polymer Architectures File File

Jeon, Hongryung , Wajahat, Muhammad , Park, Seobin , Pyo, Jaeyeon , Seol, Seung Kwon , Kim, Namhun , Jeon, Il , Jung, Im Doo

Article Issue Date2024-07 View171
Multi-objective robust parameter optimization using the extended and weighted k-means (EWK-means) clustering in laser powder bed fusion (LPBF) File

Chung Baek, Adrian Matias , Park, Eunju , Seong, Minkyu , Koo, Jageon , Jung, Im Doo , Kim, Namhun

Article Issue Date2024-02 View167
Residual Stress and Dimensional Deviation in a Commercially Pure Titanium Thin Bipolar Plate for a Fuel Cell Using Laser Power Bed Fusion File File

Lee, Tack , Auyeskhan, Ulanbek , Kim, Namhun , Kim, Dong-Hyun

Article Issue Date2023-11 View119
Deep active-learning based model-synchronization of digital manufacturing stations using human-in-the-loop simulation File

Steed, Clint Alex , Kim, Namhun

Article Issue Date2023-10 View135
Virtual reality-based assembly-level design for additive manufacturing decision framework involving human aspects of design File File

Auyeskhan, Ulanbek , Steed, Clint Alex , Park, Soohyung , Kim, Dong-Hyun , Jung, Im Doo , Kim, Namhun

Article Issue Date2023-06 View128
Development of human-in-the-loop experiment system to extract evacuation behavioral features: A case of evacuees in nuclear emergencies File File

Park, Younghee , Park, Soohyung , Kim, Jeongsik , Kim, Byoung-jik , Kim, Namhun

Article Issue Date2023-06 View86
Meniscus-Guided Micro-Printing of Prussian Blue for Smart Electrochromic Display File File

Kim, Je Hyeong , Park, Seobin , Ahn, Jinhyuck , Pyo, Jaeyeon , Kim, Hayeol , Kim, Namhun , Jung, Im Doo , Seol, Seung Kwon

Article Issue Date2023-01 View120
Virtual surface morphology generation of Ti-6Al-4V directed energy deposition via conditional generative adversarial network File File

Kim, Taekyeong , Kim, Jung Gi , Park, Sangeun , Kim, Hyoung Seop , Kim, Namhun , Ha, Hyunjong , Choi, Seung-Kyum , Tucker, Conrad , Sung, Hyokyung , Jung, Im Doo

Article Issue Date2023-01 View132
방사선비상 대응을 위한 인공지능 적용 현황 분석과 향후 연구방향 제언 File

박영희 , 박수형 , 김정식 , 김병직 , 김남훈

Article Issue Date2022-12 View117
Laser powder bed fusion for AI assisted digital metal components File

Seo, Eunhyeok , Sung, Hyokyung , Jeon, Hongryoung , Kim, Hayeol , Kim, Taekyeong , Park, Sangeun , Lee, Min Sik , Moon, Seung Ki , Kim, Jung Gi , Chung, Hayoung , et al

Article Issue Date2022-10 View156
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