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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.

This table browses all dspace content
Issue Date	Title	Author(s)	Type	View	Altmetrics
2024-02	Multi-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 al	ARTICLE	110	Multi-objective robust parameter optimization using the extended and weighted k-means (EWK-means) clustering in laser powder bed fusion (LPBF)
2023-06	Virtual reality-based assembly-level design for additive manufacturing decision framework involving human aspects of design	Auyeskhan, Ulanbek; Steed, Clint Alex; Park, Soohyung, et al	ARTICLE	288	Virtual reality-based assembly-level design for additive manufacturing decision framework involving human aspects of design
2023-06	Detection of incomplete atypical femoral fracture on anteroposterior radiographs via explainable artificial intelligence	Kim, Taekyeong; Moon, Nam Hoon; Goh, Tae Sik, et al	ARTICLE	22	Detection of incomplete atypical femoral fracture on anteroposterior radiographs via explainable artificial intelligence
2023-03	Transfer learning-based ensemble convolutional neural network for accelerated diagnosis of foot fractures	Kim, Taekyeong; Goh, Tae Sik; Lee, Jung Sub, et al	ARTICLE	620	Transfer learning-based ensemble convolutional neural network for accelerated diagnosis of foot fractures
2023-03	Hybrid solid mesh structure for electron beam melting customized implant to treat bone cancer	Park, Jong Woong; Seo, Eunhyeok; Park, Haeum, et al	ARTICLE	653	Hybrid solid mesh structure for electron beam melting customized implant to treat bone cancer
2023-02	Advanced thermal fluid leakage detection system with machine learning algorithm for pipe-in-pipe structure	Kim, Hayeol; Lee, Jewhan; Kim, Taekyeong, et al	ARTICLE	266	Advanced thermal fluid leakage detection system with machine learning algorithm for pipe-in-pipe structure
2023-01	Virtual surface morphology generation of Ti-6Al-4V directed energy deposition via conditional generative adversarial network	Kim, Taekyeong; Kim, Jung Gi; Park, Sangeun, et al	ARTICLE	967	Virtual surface morphology generation of Ti-6Al-4V directed energy deposition via conditional generative adversarial network
2023-01	Meniscus-Guided Micro-Printing of Prussian Blue for Smart Electrochromic Display	Kim, Je Hyeong; Park, Seobin; Ahn, Jinhyuck, et al	ARTICLE	752	Meniscus-Guided Micro-Printing of Prussian Blue for Smart Electrochromic Display
2023-01	An ANN-assisted efficient enriched finite element method via the selective enrichment of moment fitting	Lee, Semin; Kang, Taehun; Jung, Im Doo, et al	ARTICLE	216	An ANN-assisted efficient enriched finite element method via the selective enrichment of moment fitting
2023-01	Accelerated Design of High-Efficiency Lead-Free Tin Perovskite Solar Cells via Machine Learning	Bak, Taeju; Kim, Kyusun; Seo, Eunhyeok, et al	ARTICLE	192	Accelerated Design of High-Efficiency Lead-Free Tin Perovskite Solar Cells via Machine Learning
2023-01	Accelerated Design of High-Efficiency Lead-Free Tin Perovskite Solar Cells via Machine Learning	Bak, Taeju; Kim, Kyusun; Seo, Eunhyeok, et al	ARTICLE	20	Accelerated Design of High-Efficiency Lead-Free Tin Perovskite Solar Cells via Machine Learning
2022-10	Laser powder bed fusion for AI assisted digital metal components	Seo, Eunhyeok; Sung, Hyokyung; Jeon, Hongryoung, et al	ARTICLE	584	Laser powder bed fusion for AI assisted digital metal components
2022-10	Ultrastrong and stress corrosion cracking-resistant martensitic steels	Park, Sangeun; Kim, Jung Gi; Jung, Im Doo, et al	ARTICLE	353	Ultrastrong and stress corrosion cracking-resistant martensitic steels
2022-05	High strength aluminum alloys design via explainable artificial intelligence	Park, Seobin; Kayani, Saif Haider; Euh, Kwangjun, et al	ARTICLE	606	High strength aluminum alloys design via explainable artificial intelligence
2022-01	Selective Laser Melting Process for Sensor Embedding into SUS316L with Heat Dissipative Inner Cavity Design	Lee, Min Sik; Kim, Hayeol; Koo, Young Tak, et al	ARTICLE	457	Selective Laser Melting Process for Sensor Embedding into SUS316L with Heat Dissipative Inner Cavity Design
2021-12	In vivo analysis of post-joint-preserving surgery fracture of 3D-printed Ti-6Al-4V implant to treat bone cancer	Park, Jong Woong; Shin, Ye Chan; Kang, Hyun Guy, et al	ARTICLE	565	In vivo analysis of post-joint-preserving surgery fracture of 3D-printed Ti-6Al-4V implant to treat bone cancer
2021-10	Effect of Interdendritic Precipitations on the Mechanical Properties of GBF or EMS Processed Al-Zn-Mg-Cu Alloys	Park, Sangeun; Kayani, Saif Haider; Kim, Hyungrae, et al	ARTICLE	296	Effect of Interdendritic Precipitations on the Mechanical Properties of GBF or EMS Processed Al-Zn-Mg-Cu Alloys
2021-03	Reverse effect of hot isostatic pressing on high-speed selective laser melted Ti-6Al-4V alloy	Lee, Jungsub; Ha, Hyunjong; Seol, Jae Bok, et al	ARTICLE	529	Reverse effect of hot isostatic pressing on high-speed selective laser melted Ti-6Al-4V alloy
2020-11	An electrochromic alarm system for smart contact lenses	Kim, Moobum; Jung, Im Doo; Kim, Yeongae, et al	ARTICLE	729	An electrochromic alarm system for smart contact lenses
2020-11	Correlation 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 al	ARTICLE	482	Correlation Between Microstructure and Tensile Properties of STS 316L and Inconel 718 Fabricated by Selective Laser Melting (SLM)

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