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정임두
Jung, Im Doo

정임두

기계공학과

  • Intelligent Manufacturing and Materials Lab.
  • Website
Research Interests
AI;Additive Manufacturing;Digital twin;IoT;적층제조;디지털 트윈;자가발전 IoT;인공지능
Lab Description
Intelligent Manufacturing and Materials (IMM) Lab aims to develop material, components and system with artificial intelligence and 3d printing technology to realize digitalization of current manufacturing industries. We develop self-cognitive metal via additive manufacturing to enable big data generation from metal components and apply neural network technology for ultimate prediction of parts deformation, temperature, vibration, fatigue or fracture. In addition, we aims to develop nano materials and components to develop for 3d printing of battery, IoT sensors or semiconductor components which can lead to revolution of previous stacking based manufacturing of electric components. With the comprehensive understanding of A.I., manufacturing and materials, integrated sense of research is raised in this 4th industrial revolutionary age.
Researcher ID Research Gate ORCiD Scopus Google Scholar
Previous
Can the Finite Element Method Be Applied to Patient-Specific Implant Evaluation? File File

Lee, Suyeon , Park, Hyenmin , Kang, Hyun Guy , Kim, June Hyuk , Jung, Im Doo , Park, Jong Woong

Article Issue Date2026-04 View2
Meniscus Pixel Printing for Contact-Lens Vision Sensing and Robotic Control File File

Gong, Byung-Hoon , Kim, Dohyean , Jeong, Jiyun , Kim, Taekyeong , Kwon, Soon-sung , Seo, Junyoung , Jeon, Il , Jung, Im Doo

Article Issue Date2026-03 View16
Dispensing Volumetric Additive Manufacturing File File

Jeon, Hongryung , Lee, Yunsoo , Park, Seobin , Kim, Kyung-Hwan , Seo, Junyoung , Jung, Im Doo

Article Issue Date2026-03 View2
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
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
Quick dimensional inspection for continuous welding and assembly using machine learning-powered smart jig File File

Park, Seobin , Kim, Taekyeong , Kim, Kyeong Min , Seo, Junyoung , Chung, Jongwon , Choi, Jeong Ho , Ji, Wooseok , Jung, Im Doo

Article Issue Date2025-10 View101
Structural influence on titanium ion dissolution in 3D-printed Ti6Al4V orthopedic implants File File

Seo, Eunhyeok , Lee, Yu Na , Shin, Woo Yeong , Kim, Kyung-Hwan , Jung, Se Hoon , Kang, Hyun Guy , Kim, Ryeohyun , Sung, Hyokyung , Jung, Im Doo , Park, Jong Woong

Article Issue Date2025-10 View35
High quality large-scale nickel-rich layered oxides precursor co-precipitation via domain adaptation-based machine learning File File

Seo, Junyoung , Kim, Taekyeong , You, Kisung , Moon, Youngmin , Bang, Jina , Kim, Waunsoo , Jeon, Il , Jung, Im Doo

Article Issue Date2025-07 View108
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
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
Recent progress on materials for functional additive manufacturing File File

Kim, Hayeol , Kim, Kyunghwan , Jeong, Jiyun , Lee, Yunsoo , Jung, Im Doo

Article Issue Date2024-06 View30
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 View166
An ANN-assisted efficient enriched finite element method via the selective enrichment of moment fitting File

Lee, Semin , Kang, Taehun , Jung, Im Doo , Ji, Wooseok , Chung, Hayoung

Article Issue Date2024-02 View198
4D Printing of Ultrastretchable Magnetoactive Soft Material Architectures for Soft Actuators File

Wajahat, Muhammad , Kim, Je Hyeong , Kim, Jung Hyun , Jung, Im Doo , Pyo, Jaeyeon , Seol, Seung Kwon

Article Issue Date2023-12 View115
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
Detection of incomplete atypical femoral fracture on anteroposterior radiographs via explainable artificial intelligence File File

Kim, Taekyeong , Moon, Nam Hoon , Goh, Tae Sik , Jung, Im Doo

Article Issue Date2023-06 View114
Transfer learning-based ensemble convolutional neural network for accelerated diagnosis of foot fractures File

Kim, Taekyeong , Goh, Tae Sik , Lee, Jung Sub , Lee, Ji Hyun , Kim, Hayeol , Jung, Im Doo

Article Issue Date2023-03 View144
Hybrid solid mesh structure for electron beam melting customized implant to treat bone cancer File File

Park, Jong Woong , Seo, Eunhyeok , Park, Haeum , Shin, Ye Chan , Kang, Hyun Guy , Sung, Hyokyung , Jung, Im Doo

Article Issue Date2023-03 View118
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