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Jung, Im Doo (정임두)

Department
Department of Mechanical Engineering(기계공학과)
Website
http://imm.unist.ac.kr
Lab
Intelligent Manufacturing and Materials Lab. (지능형 생산 및 소재 연구실 )
Research Keywords
적층제조, 디지털 트윈, 자가발전 IoT, 인공지능, AI, Additive Manufacturing, Digital twin, IoT
Research Interests
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.    
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Issue DateTitleAuthor(s)TypeViewAltmetrics
2024-02Multi-objective robust parameter optimization using the extended and weighted k-means (EWK-means) clustering in laser powder bed fusion (LPBF)Chung Baek, Adrian Matias; Park, Eunju; Seong, Minkyu, et alARTICLE110 Multi-objective robust parameter optimization using the extended and weighted k-means (EWK-means) clustering in laser powder bed fusion (LPBF)
2023-06Virtual reality-based assembly-level design for additive manufacturing decision framework involving human aspects of designAuyeskhan, Ulanbek; Steed, Clint Alex; Park, Soohyung, et alARTICLE288 Virtual reality-based assembly-level design for additive manufacturing decision framework involving human aspects of design
2023-06Detection of incomplete atypical femoral fracture on anteroposterior radiographs via explainable artificial intelligenceKim, Taekyeong; Moon, Nam Hoon; Goh, Tae Sik, et alARTICLE22 Detection of incomplete atypical femoral fracture on anteroposterior radiographs via explainable artificial intelligence
2023-03Transfer learning-based ensemble convolutional neural network for accelerated diagnosis of foot fracturesKim, Taekyeong; Goh, Tae Sik; Lee, Jung Sub, et alARTICLE620 Transfer learning-based ensemble convolutional neural network for accelerated diagnosis of foot fractures
2023-03Hybrid solid mesh structure for electron beam melting customized implant to treat bone cancerPark, Jong Woong; Seo, Eunhyeok; Park, Haeum, et alARTICLE653 Hybrid solid mesh structure for electron beam melting customized implant to treat bone cancer
2023-02Advanced thermal fluid leakage detection system with machine learning algorithm for pipe-in-pipe structureKim, Hayeol; Lee, Jewhan; Kim, Taekyeong, et alARTICLE266 Advanced thermal fluid leakage detection system with machine learning algorithm for pipe-in-pipe structure
2023-01Virtual surface morphology generation of Ti-6Al-4V directed energy deposition via conditional generative adversarial networkKim, Taekyeong; Kim, Jung Gi; Park, Sangeun, et alARTICLE967 Virtual surface morphology generation of Ti-6Al-4V directed energy deposition via conditional generative adversarial network
2023-01Meniscus-Guided Micro-Printing of Prussian Blue for Smart Electrochromic DisplayKim, Je Hyeong; Park, Seobin; Ahn, Jinhyuck, et alARTICLE752 Meniscus-Guided Micro-Printing of Prussian Blue for Smart Electrochromic Display
2023-01An ANN-assisted efficient enriched finite element method via the selective enrichment of moment fittingLee, Semin; Kang, Taehun; Jung, Im Doo, et alARTICLE216 An ANN-assisted efficient enriched finite element method via the selective enrichment of moment fitting
2023-01Accelerated Design of High-Efficiency Lead-Free Tin Perovskite Solar Cells via Machine LearningBak, Taeju; Kim, Kyusun; Seo, Eunhyeok, et alARTICLE192 Accelerated Design of High-Efficiency Lead-Free Tin Perovskite Solar Cells via Machine Learning
2023-01Accelerated Design of High-Efficiency Lead-Free Tin Perovskite Solar Cells via Machine LearningBak, Taeju; Kim, Kyusun; Seo, Eunhyeok, et alARTICLE20 Accelerated Design of High-Efficiency Lead-Free Tin Perovskite Solar Cells via Machine Learning
2022-10Laser powder bed fusion for AI assisted digital metal componentsSeo, Eunhyeok; Sung, Hyokyung; Jeon, Hongryoung, et alARTICLE584 Laser powder bed fusion for AI assisted digital metal components
2022-10Ultrastrong and stress corrosion cracking-resistant martensitic steelsPark, Sangeun; Kim, Jung Gi; Jung, Im Doo, et alARTICLE353 Ultrastrong and stress corrosion cracking-resistant martensitic steels
2022-05High strength aluminum alloys design via explainable artificial intelligencePark, Seobin; Kayani, Saif Haider; Euh, Kwangjun, et alARTICLE606 High strength aluminum alloys design via explainable artificial intelligence
2022-01Selective Laser Melting Process for Sensor Embedding into SUS316L with Heat Dissipative Inner Cavity DesignLee, Min Sik; Kim, Hayeol; Koo, Young Tak, et alARTICLE457 Selective Laser Melting Process for Sensor Embedding into SUS316L with Heat Dissipative Inner Cavity Design
2021-12In vivo analysis of post-joint-preserving surgery fracture of 3D-printed Ti-6Al-4V implant to treat bone cancerPark, Jong Woong; Shin, Ye Chan; Kang, Hyun Guy, et alARTICLE565 In vivo analysis of post-joint-preserving surgery fracture of 3D-printed Ti-6Al-4V implant to treat bone cancer
2021-10Effect of Interdendritic Precipitations on the Mechanical Properties of GBF or EMS Processed Al-Zn-Mg-Cu AlloysPark, Sangeun; Kayani, Saif Haider; Kim, Hyungrae, et alARTICLE296 Effect of Interdendritic Precipitations on the Mechanical Properties of GBF or EMS Processed Al-Zn-Mg-Cu Alloys
2021-03Reverse effect of hot isostatic pressing on high-speed selective laser melted Ti-6Al-4V alloyLee, Jungsub; Ha, Hyunjong; Seol, Jae Bok, et alARTICLE529 Reverse effect of hot isostatic pressing on high-speed selective laser melted Ti-6Al-4V alloy
2020-11An electrochromic alarm system for smart contact lensesKim, Moobum; Jung, Im Doo; Kim, Yeongae, et alARTICLE729 An electrochromic alarm system for smart contact lenses
2020-11Correlation Between Microstructure and Tensile Properties of STS 316L and Inconel 718 Fabricated by Selective Laser Melting (SLM)Lee, Jungsub; Lee, Minshik; Jung, Im Doo, et alARTICLE482 Correlation Between Microstructure and Tensile Properties of STS 316L and Inconel 718 Fabricated by Selective Laser Melting (SLM)

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