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정임두
Jung, Im Doo

정임두

Department of Mechanical Engineering(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
Three-Dimensional Printing of Luminescent Perovskite Quantum Dot–Polymer Architectures

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

Article Issue Date2024-03 View25
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 View38
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 View12
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 View14
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 View5
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 View5
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 View14
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 View11
Advanced thermal fluid leakage detection system with machine learning algorithm for pipe-in-pipe structure File File

Kim, Hayeol , Lee, Jewhan , Kim, Taekyeong , Park, Seong Jin , Kim, Hyungmo , Jung, Im Doo

Article Issue Date2023-02 View11
Accelerated Design of High-Efficiency Lead-Free Tin Perovskite Solar Cells via Machine Learning File

Bak, Taeju , Kim, Kyusun , Seo, Eunhyeok , Han, Jiye , Sung, Hyokyung , Jeon, Il , Jung, Im Doo

Article Issue Date2023-01 View5
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 View7
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 View7
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 View12
Ultrastrong and stress corrosion cracking-resistant martensitic steels File File

Park, Sangeun , Kim, Jung Gi , Jung, Im Doo , Seol, Jae Bok , Sung, Hyokyung

Article Issue Date2022-10 View9
High strength aluminum alloys design via explainable artificial intelligence File

Park, Seobin , Kayani, Saif Haider , Euh, Kwangjun , Seo, Eunhyeok , Kim, Hayeol , Park, Sangeun , Yadav, Bishnu Nand , Park, Seong Jin , Sung, Hyokyung , Jung, Im Doo

Article Issue Date2022-05 View15
Utilization of Multifunctional Environment-Friendly Organic Dopants Inspired from Nature for Carbon Nanotube-Based Planar Heterojunction Silicon Solar Cells File

Han, Jiye , Nam, Jeong-Seok , Seo, Seungju , Lee, Aram , Lee, Changhyun , Park, Sangeun , Kang, Yoonmook , Lee, Hae-Seok , Kim, Donghwan , Zhang, Qiang , et al

Article Issue Date2022-05 View12
Selective Laser Melting Process for Sensor Embedding into SUS316L with Heat Dissipative Inner Cavity Design File

Lee, Min Sik , Kim, Hayeol , Koo, Young Tak , Yu, Ji-Hun , Chung, Hayoung , Kim, Namhun , Sung, Hyokyung , Jung, Im Doo

Article Issue Date2022-01 View15
In vivo analysis of post-joint-preserving surgery fracture of 3D-printed Ti-6Al-4V implant to treat bone cancer File

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

Article Issue Date2021-12 View13
Effect of Interdendritic Precipitations on the Mechanical Properties of GBF or EMS Processed Al-Zn-Mg-Cu Alloys File

Park, Sangeun , Kayani, Saif Haider , Kim, Hyungrae , Jung, Im Doo , Reddy, N. S. , Euh, Kwangjun , Seol, Jae Bok , Kim, Jung Gi , Sung, Hyokyung

Article Issue Date2021-10 View5
Reverse effect of hot isostatic pressing on high-speed selective laser melted Ti-6Al-4V alloy File

Lee, Jungsub , Ha, Hyunjong , Seol, Jae Bok , Kim, Jung Gi , Seo, Eun Hyeok , Moon, Seung Ki , Jung, Im Doo , Sung, Hyokyung

Article Issue Date2021-03 View9
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