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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
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	88	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	826	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	612	Meniscus-Guided Micro-Printing of Prussian Blue for Smart Electrochromic Display
2023-01	Transfer learning-based ensemble convolutional neural network for accelerated diagnosis of foot fractures	Kim, Taekyeong; Goh, Tae Sik; Lee, Jung Sub, et al	ARTICLE	52	Transfer learning-based ensemble convolutional neural network for accelerated diagnosis of foot fractures
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	52	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	70	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	428	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	150	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	463	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	340	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	431	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	220	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	434	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	575	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	393	Correlation Between Microstructure and Tensile Properties of STS 316L and Inconel 718 Fabricated by Selective Laser Melting (SLM)
2020-11	Microstructural Evolution of Al-Zn-Mg-Cu Alloys in Accordance with Homogenization Time	An, Woojin; Heo, Jaewon; Jang, Dongchan, et al	ARTICLE	396	Microstructural Evolution of Al-Zn-Mg-Cu Alloys in Accordance with Homogenization Time
2020-06	Artificial intelligence for the prediction of tensile properties by using microstructural parameters in high strength steels	Jung, Im Doo; Shin, Da Seul; Kim, Doohee, et al	ARTICLE	310	Artificial intelligence for the prediction of tensile properties by using microstructural parameters in high strength steels
2020-05	Embedding sensors using selective laser melting for self-cognitive metal parts	Jung, Im Doo; Lee, Min Sik; Lee, Jungsub, et al	ARTICLE	399	Embedding sensors using selective laser melting for self-cognitive metal parts
2020-04	센서 융합형 지능형 부품 제조를 위한 적층 제조 기술 연구	정임두; 이민식; 우영진, et al	ARTICLE	421	센서 융합형 지능형 부품 제조를 위한 적층 제조 기술 연구
2020-03	Selective Ion Sweeping on Prussian Blue Analogue Nanoparticles and Activated Carbon for Electrochemical Kinetic Energy Harvesting	Jung, Im Doo; Kim, Moobum; Gao, Caitian, et al	ARTICLE	449	Selective Ion Sweeping on Prussian Blue Analogue Nanoparticles and Activated Carbon for Electrochemical Kinetic Energy Harvesting

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