International Journal
- Koo, J., Kim, J. E., Auyeskhan, U., Park, S., Jung, I. D., & Kim, N. (2024). Influence of Hot Isostatic Pressing on Different Crack Modes of Laser Powder Bed Fusion-Processed CM247LC: Alternative Process Parameters Considering Post-processing. International Journal of Precision Engineering and Manufacturing, 1-13.
- Choo, Y., Baek, A. M. C., & Kim, N. (2024). Advancing image inpainting efficiency: An exploration of pixel and channel split operations. Applied Soft Computing, 112179.
- Jeon, H; Wajahat, M; Park, S; Pyo, J; Seol, SK; Kim, N; Jeon, I; Jung, ID; “3D Printing of Luminescent Perovskite Quantum Dot-Polymer Architectures”, ADVANCED FUNCTIONAL MATERIALS, pp.2400594, 2024.03; DOI(http://dx.doi.org/10.1002/adfm.202400594)
- Chung Baek, AM; Park, E; Seong, M; Koo, J; Jung, ID; Kim, N; “Multi-objective robust parameter optimization using the extended and weighted k-means (EWK-means) clustering in laser powder bed fusion (LPBF)”, EXPERT SYSTEMS WITH APPLICATIONS, vol.236, pp.121349, 2024.02; DOI(http://dx.doi.org/10.1016/j.eswa.2023.121349)
- Lee, T; Auyeskhan, U; Kim, N; Kim, DH; “Residual Stress and Dimensional Deviation in a Commercially Pure Titanium Thin Bipolar Plate for a Fuel Cell Using Laser Power Bed Fusion”, METALS, vol.13, no.11, pp.1840, 2023.11; DOI(http://dx.doi.org/10.3390/met13111840)
- Steed, CA; Kim, N; “Deep active-learning based model-synchronization of digital manufacturing stations using human-in-the-loop simulation”, JOURNAL OF MANUFACTURING SYSTEMS, vol.70, pp.436~450, 2023.10; DOI(http://dx.doi.org/10.1016/j.jmsy.2023.08.012)
- Park, Y; Park, S; Kim, J; Kim, B; Kim, N; “Development of human-in-the-loop experiment system to extract evacuation behavioral features: A case of evacuees in nuclear emergencies”, NUCLEAR ENGINEERING AND TECHNOLOGY, vol.55, no.6, pp.2246~2255, 2023.06; DOI(http://dx.doi.org/10.1016/j.net.2023.02.032)
- Auyeskhan, U; Steed, CA; Park, S; Kim, DH; Jung, ID; Kim, N; “Virtual reality-based assembly-level design for additive manufacturing decision framework involving human aspects of design”, JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING, vol.10, no.3, pp.1126~1142, 2023.06; DOI(http://dx.doi.org/10.1093/jcde/qwad041)
- Koo, Jageon; Lee, Seungjae; Baek, Adrian Matias Chung; Park, Eunju; Kim, N; “Downskin Surface Roughness Prediction with Machine Learning for As-Built CM247LC Fabricated Via Powder Bed Fusion with a Laser Beam”, 3D PRINTING AND ADDITIVE MANUFACTURING, 2023.05; DOI(http://dx.doi.org/10.1089/3dp.2022.0365)
- Kim, JH; Park, S; Ahn, J; Pyo, J; Kim, H; Kim, N; Jung, ID; Seol, Seung Kwon; “Meniscus-Guided Micro-Printing of Prussian Blue for Smart Electrochromic Display”, ADVANCED SCIENCE, vol.10, no.3, pp.2205588, 2023.01; DOI(http://dx.doi.org/10.1002/advs.202205588)
- Kim, T; Kim, JG; Park, S; Kim, HS; Kim, N; Ha, H; Choi, SK; Tucker, C; Sung, H; Jung, ID; “Virtual surface morphology generation of Ti-6Al-4V directed energy deposition via conditional generative adversarial network”, VIRTUAL AND PHYSICAL PROTOTYPING, vol.18, no.1, pp.e2124921, 2023.01; DOI(http://dx.doi.org/10.1080/17452759.2022.2124921)
- Seo, E; Sung, H; Jeon, H; Kim, H; Kim, T; Park, S; Lee, MS; Moon, SK; Kim, JG; Chung, H; Choi, SK; Yu, JH; Kim, KT; Park, SJ; Kim, N; Jung, ID; “Laser powder bed fusion for AI assisted digital metal components”, VIRTUAL AND PHYSICAL PROTOTYPING, vol.17, no.4, pp.806~820, 2022.10; DOI(http://dx.doi.org/10.1080/17452759.2022.2068804)
- Auyeskhan, U; Kim, N; Kim, CS; Van Loi, T; Choi, J; Kim, DH; “Design Approach for Additive Manufacturing of a Dynamically Functioning System: Lifeboat Hook”, INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING-GREEN TECHNOLOGY, vol.9, no.5, pp.1349~1367, 2022.09; DOI(http://dx.doi.org/10.1007/s40684-021-00399-4)
- Lee, J; Baek, AMC; Kim, N; Kwon, D; “In situ monitoring-based feature extraction for metal additive manufacturing products warpage prediction”, SMART STRUCTURES AND SYSTEMS, vol.29, no.6, pp.767~775, 2022.06; DOI(http://dx.doi.org/10.12989/sss.2022.29.6.767)
- Park, JW; Park, J; Kim, H; Kim, N; Kim, DY; “Assembly Part Positioning on Transformable Pin Array Fixture by Active Pin Maximization and Joining Point Alignment”, IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, vol.19, no.2, pp.1~11, 2022.04; DOI(http://dx.doi.org/10.1109/tase.2021.3050403)
- Lee, MS; Kim, H; Koo, YT; Yu, JH; Chung, H; Kim, N; Sung, H; Jung, ID; “Selective Laser Melting Process for Sensor Embedding into SUS316L with Heat Dissipative Inner Cavity Design”, METALS AND MATERIALS INTERNATIONAL, vol.28, no.1, pp.297~305, 2022.01; DOI(http://dx.doi.org/10.1007/s12540-021-01106-3)
- Kim, BJ; Kim, J; Cha, SH; Shim, YB; Jeong, C; Kim, N; Park, YB; “Interfacial enhancements between a three-dimensionally printed Honeycomb-Truss core and woven carbon fiber/polyamide-6 facesheets in sandwich-structured composites”, COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING, vol.149, pp.106534, 2021.10; DOI(http://dx.doi.org/10.1016/j.compositesa.2021.106534)
- Ransikarbum, K; Pitakaso, R; Kim, N; Ma, J; “Multicriteria decision analysis framework for part orientation analysis in additive manufacturing”, JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING, vol.8, no.4, pp.1141~1157, 2021.08; DOI(http://dx.doi.org/10.1093/jcde/qwab037)
- Song, D; Baek, AMC; Kim, N; “Forecasting Stock Market Indices Using Padding-based Fourier Transform Denoising and Time Series Deep Learning Models”, IEEE ACCESS, vol.9, pp.83786~83796, 2021.06; DOI(http://dx.doi.org/10.1109/access.2021.3086537)
- Kwon, J; Kim, N; “Performance of wearables and the effect of user behavior in additive manufacturing process”, FASHION AND TEXTILES, vol.8, no.1, pp.27 , 2021.06; DOI(http://dx.doi.org/10.1186/s40691-021-00251-y)
- Kim, K; Koo, J; Park, E; Kim, N; Kim, W; “Anisotropic Thermal Conductivity of Nickel-Based Superalloy CM247LC Fabricated via Selective Laser Melting”, APPLIED SCIENCES-BASEL, vol.11, no.11, pp.4843, 2021.05; DOI(http://dx.doi.org/10.3390/app11114843)
- Kim, J; Kim, BJ; Kim, N; “Perception-based analytical technique of evacuation behavior under radiological emergency: An illustration of the Kori area”, NUCLEAR ENGINEERING AND TECHNOLOGY, vol.53, no.3, pp.825~832, 2021.03; DOI(http://dx.doi.org/10.1016/j.net.2020.08.012)
- Song, D; Chung Baek, AM; Koo, J; Busogi, M; Kim, N; “Forecasting Warping Deformation Using Multivariate Thermal Time Series and K-Nearest Neighbors in Fused Deposition Modeling”, Applied Sciences-basel, vol.10, no.24, pp.8951, 2020.12; DOI(http://dx.doi.org/10.3390/app10248951)
- Jeong, HY; An, SC; Lim, Y; Jeong, MJ; Kim, N; Jun, YC; “3D and 4D Printing of Multistable Structures”, APPLIED SCIENCES-BASEL, vol.10, no.20, pp.7254, 2020.10; DOI(http://dx.doi.org/10.3390/app10207254)
- Ha, S; Park, E; Kim, N; “Analysis of Shape Deformation from Densification of Additive Manufacturing Parts in Selective Laser Sintering”, INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, vol.21, no.8, pp.1571~1580, 2020.08; DOI(http://dx.doi.org/10.1007/s12541-020-00359-z)
- Ransikarbum, K; Pitakaso, R; Kim, N; “A Decision-Support Model for Additive Manufacturing Scheduling Using an Integrative Analytic Hierarchy Process and Multi-Objective Optimization”, APPLIED SCIENCES-BASEL, vol.10, no.15, pp.5159, 2020.08; DOI(http://dx.doi.org/10.3390/app10155159)
- Song, D; Busogi, M; Baek, AMC; Kim, N; “FORECASTING STOCK MARKET INDEX BASED ON PATTERN-DRIVEN LONG SHORT-TERM MEMORY”, ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, vol.54, no.3, pp.25~41, 2020.07; DOI(http://dx.doi.org/10.24818/18423264/54.3.20.02)
- Jeong, HY; Woo, BH; Kim, N; Jun, YC; “Multicolor 4D printing of shape-memory polymers for light-induced selective heating and remote actuation”, SCIENTIFIC REPORTS, vol.10, no.1, pp.6258, 2020.04; DOI(http://dx.doi.org/10.1038/s41598-020-63020-9)
- Sarkar, B; Omair, M; Kim, N; “A cooperative advertising collaboration policy in supply chain management under uncertain conditions”, APPLIED SOFT COMPUTING, vol.88, no.1, pp.105948, 2020.03; DOI(http://dx.doi.org/10.1016/j.asoc.2019.105948)
- Kwon, JY; Kim, N; Ma, J; “Environmental sustainability evaluation of additive manufacturing using the NIST test artifact”, JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, vol.34, no.3, pp.1265~1274, 2020.03; DOI(http://dx.doi.org/10.1007/s12206-020-0225-1)
- Kim, J; Ma, J; Kim, N; “Affordance-based modeling of a human-robot cooperative system for area exploration”, JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, vol.34, no.2, pp.877~887, 2020.02; DOI(http://dx.doi.org/10.1007/s12206-020-0137-0)
- Park, E; Kim, DM; Park, HW; Park, YB; Kim, N; “Evaluation of Tool Life in the Dry Machining of Inconel 718 Parts from Additive Manufacturing (AM)”, INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, vol.21, no.1, pp.57~65, 2020.01; DOI(http://dx.doi.org/10.1007/s12541-019-00275-x)
- Oh, YG; Busogi, M; Ransilkarbum, K; Shin, D; Kwon, D; Kim, N; “Real-time quality monitoring and control system using an integrated cost effective support vector machine”, JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, vol.33, no.12, pp.6009~6020, 2019.12; DOI(http://dx.doi.org/10.1007/s12206-019-1145-9)
- Sarkar, B; Tayyab, M; Kim, N; Habib, M; “Optimal production delivery policies for supplier and manufacturer in a constrained closed-loop supply chain for returnable transport packaging through metaheuristic approach”, COMPUTERS & INDUSTRIAL ENGINEERING, vol.135, pp.987~1003, 2019.09; DOI(http://dx.doi.org/10.1016/j.cie.2019.05.035)
- Park, E; Kim, N; Kim, SJ; Kwon, D; “Nondestructive wire fault diagnosis using resistance spectroscopy analysis”, JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, vol.33, no.8, pp.3649~3654, 2019.08; DOI(http://dx.doi.org/10.1007/s12206-019-0705-3)
- Lee, J; Kwon, D; Kim, N; Lee, C; “PHM-based wiring system damage estimation for near zero downtime in manufacturing facilities”, RELIABILITY ENGINEERING & SYSTEM SAFETY, vol.184, pp.213~218, 2019.04; DOI(http://dx.doi.org/10.1016/j.ress.2018.02.006)
- Oh, YG; Ransikarbum, K; Busogi, M; Kwon, D; Kim, N; “Adaptive SVM-based Real-time Quality Assessment for Primer-Sealer Dispensing Process of Sunroof Assembly Line”, RELIABILITY ENGINEERING & SYSTEM SAFETY, vol.184, pp.202~212, 2019.04; DOI(http://dx.doi.org/10.1016/j.ress.2018.03.020)
- Jeong, HY; Lee, E; Ha, S; Kim, N; Jun, YC; “Multistable Thermal Actuators Via Multimaterial 4D Printing”, ADVANCED MATERIALS TECHNOLOGIES, vol.4, no.3, pp.1800495, 2019.03; DOI(http://dx.doi.org/10.1002/admt.201800495)
- Sarkar, B; Guchhait, R; Sarkar, M; Pareek, S; Kim, N; “Impact of safety factors and setup time reduction in a two-echelon supply chain management”, ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, vol.55, no.B, pp.250~258, 2019.02; DOI(http://dx.doi.org/10.1016/j.rcim.2018.05.001)
- Busogi, M; Song, D; Kang, S.H.; Kim, N; “Sequence Based Optimization of Manufacturing Complexity in a Mixed Model Assembly Line”, IEEE ACCESS, vol.7, pp.22096~22106, 2019.02; DOI(http://dx.doi.org/10.1109/access.2019.2897735)
- Deka, BK; Hazarika, A; Kim, J; Kim, N; Jeong, HE; Park, YB; Park, HW; “Bimetallic copper cobalt selenide nanowire-anchored woven carbon fiber-based structural supercapacitors”, CHEMICAL ENGINEERING JOURNAL, vol.355, no.1, pp.551~559, 2019.01; DOI(http://dx.doi.org/10.1016/j.cej.2018.08.172)
- Jeong, HY; An, SC; Seo, IC; Lee, E; Ha, S; Kim, N; Jun, YC; “3D printing of twisting and rotational bistable structures with tuning elements”, SCIENTIFIC REPORTS, vol.9, no.1, pp.324, 2019.01; DOI(http://dx.doi.org/10.1038/s41598-018-36936-6)
- Sarkar, B; Majumder, A; Sarkar, M; Kim, N; Ullah, M; “Effects of variable production rate on quality of products in a single-vendor multi-buyer supply chain management”, INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, vol.99, no.1-4, pp.567~581, 2018.10; DOI(http://dx.doi.org/10.1007/s00170-018-2527-3)
- Ha, S; Ransikarbum, K; Han, H; Kwon, D; Kim, H; Kim, N; “A dimensional compensation algorithm for vertical bending deformation of 3D printed parts in selective laser sintering”, RAPID PROTOTYPING JOURNAL, vol.24, no.6, pp.955~963, 2018.08; DOI(http://dx.doi.org/10.1108/RPJ-12-2016-0202)
- Sarkar, B; Ahmed, W; Kim, N; “Joint effects of variable carbon emission cost and multi-delay-inpayments under single-setup-multiple-delivery policy in a global sustainable supply chain”, JOURNAL OF CLEANER PRODUCTION, vol.185, pp.421~445, 2018.06; DOI(http://dx.doi.org/10.1016/j.jclepro.2018.02.215)
- Ransikarbum, K; Kim, N; Ha, S; Wysk, RA; Rothrock, L; “A Highway-Driving System Design Viewpoint using an Agent-based Modeling of an Affordance-based Finite State Automata = A Highway-Driving System Design Viewpoint using an Agent-based Modeling of an Affordance-based Finite State Automata “, IEEE ACCESS, vol.6, pp.2193~2205, 2018.01; DOI(http://dx.doi.org/10.1109/ACCESS.2017.2782257)
- Busogi, M; Ransikarbum, K; Oh, Y; Kim, N; “Computational modelling of manufacturing choice complexity in a mixed-model assembly line”, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, vol.55, no.20, pp.5976~5990, 2017.10; DOI(http://dx.doi.org/10.1080/00207543.2017.1319088)
- Kwon, D; Park, E; Ha, S; Kim, N; “Effect of humidity changes on dimensional stability of 3D printed parts by selective laser sintering”, INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, vol.18, no.9, pp.1275~1280, 2017.09; DOI(http://dx.doi.org/10.1007/s12541-017-0150-0)
- Sarkar, B; Ullah, M; Kim, N; “Environmental and economic assessment of closed-loop supply chain with remanufacturing and returnable transport items”, COMPUTERS & INDUSTRIAL ENGINEERING, vol.111, pp.148~163, 2017.09; DOI(http://dx.doi.org/10.1016/j.cie.2017.07.003)
- Shin, JH; Kim, N; Jun, H; Kim, DY; “A Dynamic Information-Based Parking Guidance for Megacities considering Both Public and Private Parking”, JOURNAL OF ADVANCED TRANSPORTATION, vol.2017, pp.9452506, 2017.07; DOI(http://dx.doi.org/10.1155/2017/9452506)
- Kwon, JY; Park, HW; Park, YB; Kim, N; “Potentials of additive manufacturing with smart materials for chemical biomarkers in wearable applications”, INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING-GREEN TECHNOLOGY, vol.4, no.3, pp.335~347, 2017.07; DOI(http://dx.doi.org/10.1007/s40684-017-0039-5)
- Busogi, M; Shin, D; Ryu, H; Oh, YG; Kim, N; “Weighted affordance-based agent modeling and simulation in emergency evacuation”, SAFETY SCIENCE, vol.96, pp.209~227, 2017.07; DOI(http://dx.doi.org/10.1016/j.ssci.2017.04.005)
- Ma, J; Kim, N; “Electronic Part Obsolescence Forecasting based on Time Series Modeling”, INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, vol.18, no.5, pp.771~777, 2017.05; DOI(http://dx.doi.org/10.1007/s12541-017-0092-6)
- Busogi, M; Kim, N; “Analytical Modeling of Human Choice Complexity in a Mixed Model Assembly Line Using Machine Learning-Based Human in the Loop Simulation”, IEEE ACCESS, vol.5, no.1, pp.10434~10444, 2017.05; DOI(http://dx.doi.org/10.1109/ACCESS.2017.2706739 )
- Ransikarbum, K; Ha, S; Ma, J; Kim, N; “Multi-objective optimization analysis for part-to-Printer assignment in a network of 3D fused deposition modeling”, JOURNAL OF MANUFACTURING SYSTEMS, vol.43, no.1, pp.35~46, 2017.04; DOI(http://dx.doi.org/10.1016/j.jmsy.2017.02.012)
- Ma, J; Kim, N; “Optimal Product Design for Life Cycle Assessment (LCA) with the Case Study of Universal Motors”, INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, vol.17, no.9, pp.1229~1235, 2016.09; DOI(http://dx.doi.org/10.1007/s12541-016-0148-z)
- Ryu, H; Kim, N; Lee, J; Shin, D; “An Affordance-Based Model of Human Action Selection in a Human-Machine Interaction System with Cognitive Interpretations”, INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, vol.32, no.5, pp.402~414, 2016.05; DOI(http://dx.doi.org/10.1080/10447318.2016.1157678)
- Joo, J; Kim, N; Wysk, RA; Rothrock, L; Son, YJ; Oh, YG; Lee, S; “Agent-based simulation of affordance-based human behaviors in emergency evacuation”, SIMULATION MODELLING PRACTICE AND THEORY, vol.32, pp.99~115, 2013.03; DOI(http://dx.doi.org/10.1016/j.simpat.2012.12.007)
- Kim, K; Kim, N; Jung, S; Kim, DY; Kwak, Y; Kyung, G; “A Radically Assembled Design-Engineering Education Program with a Selection and Combination of Multiple Disciplines”, INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION, vol.28, no.4, pp.904~919, 2012.08
- Rothrock, L; Wysk, R; Kim, N; Shin, D; Son, YJ; Joo, J; “A modelling formalism for human-machine cooperative systems”, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, vol.49, no.14, pp.4263~4273, 2011.07; DOI(http://dx.doi.org/10.1080/00207543.2010.511637)
- Ma, J; Kim, N; Rothrock, L; “Performance assessment in an interactive call center workforce simulation”, SIMULATION MODELLING PRACTICE AND THEORY, vol.19, no.1, pp.227~238, 2011.01; DOI(http://dx.doi.org/10.1016/j.simpat.2010.06.008)
- Kim, N; Shin, D.; Wysk, R. A.; Rothrock, L; “Using finite state automata (FSA) for formal modelling of affordances in human-machine cooperative manufacturing systems”, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, vol.48, no.5, pp.1303~1320, 2010.01; DOI(http://dx.doi.org/10.1080/00207540802582235)
- Shin, D.; Park, J.; Kim, N; Wysk, R. A.; “A stochastic model for the optimal batch size in multi-step operations with process and product variability”, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, vol.47, no.14, pp.3919~3936, 2009.01; DOI(http://dx.doi.org/10.1080/00207540701810778)
Domestic Journal
- 박영희; 박수형; 김정식; 김병직; 김남훈; “방사선비상 대응을 위한 인공지능 적용 현황 분석과 향후 연구방향 제언 = Applications of Artificial Intelligence and Future Research Directions for Radiation Emergency Response”, 대한산업공학회지, vol.48, no.6, pp.626~635, 2022.12; DOI(http://dx.doi.org/10.7232/JKIIE.2022.48.6.626)
- Kim, Jeongsik; Kim, N; “Synthesis of Linked Population Involving Kinship and Influential Ties Using Mate-Search Heuristics”, Industrial Engineering & Management Systems, vol.21, no.2, pp.206~219, 2022.06; DOI(http://dx.doi.org/10.7232/iems.2022.21.2.206)
- 박수형; 정해권; 박영희; 김남훈; “작업자가 포함된 생산 시스템의 디지털 트윈 구축을 위한 인공지능 기반 인간 행동 분석 연구 = An Artificial Intelligence-based Analysis on Human Behaviors for Digital Twin Development in Manufacturing System with Workers”, 한국CDE학회 논문집, vol.27, no.1, pp.57~67, 2022.03
- 김정식; 박수형; 김병직; 김남훈; “사회적 상호작용이 자발적 대피에 미치는 영향 : 다체계 문제의 수리적 해석 = Effect of Social Interaction on Evacuation Participation : Mathematical Approach to Many-body Problem”, 대한산업공학회지, vol.47, no.3, pp.255~262, 2021.06; DOI(http://dx.doi.org/10.7232/JKIIE.2021.47.3.255)
- Huh, JS; Park, E; Kim, N; Lee, DH; “A study on process parameter optimization of additive manufacturing of IN718 considering geometry accuracy and mechanical properties = 치수정확도와 기계적 물성치를 고려한 IN718 재료의 적층제조 공정 최적화 연구”, TRANSACTIONS OF THE KOREAN SOCIETY OF MECHANICAL ENGINEERS A, vol.43, no.7, pp.493~500, 2019.07; DOI(http://dx.doi.org/10.3795/KSME-A.2019.43.7.493)
- 권주연; 김남훈; 마정목; “적층제조공정에 관한 환경영향평가의 사례 연구 = Case Study of Different Additive Manufacturing (AM) Processes from Environmental Impact Assessment”, 한국정밀공학회지, vol.36, no.4, pp.431~439, 2019.04; DOI(http://dx.doi.org/10.7736/KSPE.2019.36.4.431)
- Kim, H; Park, E; Kim, S; Park, B; Kim, N; Lee, S; “Experimental Study on Mechanical Properties of Single- and Dual-material 3D Printed Products”, Procedia Manufacturing, vol.10, pp.887~897, 2017.07; DOI(http://dx.doi.org/10.1016/j.promfg.2017.07.076)
- Song, D; Oh, YG; Kim, N; “SVM 기반 자동 품질검사 시스템에서 상관분석 기반 데이터 선정 연구 = Study on Correlation-based Feature Selection in an Automatic Quality Inspection System using Support Vector Machine (SVM)”, 대한산업공학회지, vol.42, no.6, pp.370~376, 2016.12; DOI(http://dx.doi.org/10.7232/JKIIE.2016.42.6.370)
- Oh, Y; Han, H; Shin, D; Kim, D; Kim, N; “제조업 공급망 온톨로지 기반 적응형 ERP 모듈 시스템 프레임워크 = The Framework for Adaptive ERP Systems Using the Ontology Model of a Manufacturing Supply Chain”, 대한산업공학회지, vol.41, no.4, pp.344~351, 2015.08
- Oh, Y; Ju, I; Lee, W; Kim, N; “어포던스 기반의 인간-기계 협업 모델을 이용한 제조 시스템 구현 연구 = Modeling and Implementation of the Affordance-based Human-Machine Collaborative System”, 대한산업공학회지, vol.41, no.1, pp.34~42, 2015.02
- Kim, J; Busogi, M.; Kim, N; Ahn, CW; Paik, E; Choi, M; Choi, E; Kim, K; “An Agent-Based Approach in Demographic Research: Preliminary Study on Korean Population Dynamics”, International Journal of Applied Engineering Research, vol.9, no.23, pp.18697~18704, 2014.12
- Oh, YG; Park, HS; Yoo, AR; Kim, N; Kim, YH; Kim, DC; Choi, JU; Yun, SH; Yang, HJ; “실시간 공정 모니터링을 통한 제품 품질 예측 모델 개발 = A Product Quality Prediction Model Using Real-Time Process Monitoring in Manufacturing Supply Chain”, 대한산업공학회지, vol.39, no.4, pp.271~277, 2013.08; DOI(http://dx.doi.org/10.7232/JKIIE.2013.39.4.271)
- Kim, N; Shin, D; Hur, S; “A Model for Determining Optimal Batch Sizes for Product Quality Assurance with Material- and Process-induced Variability under Open Supply Chain Environments”, INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, vol.15, no.12, pp.6043~6062, 2012.12
- Ha, S; Park, S; Hong, H; Kim, N; “Study on Gesture and Voice-based Interaction in Perspective of a Presentation Support Tool = 프레젠테이션 도구 관점에서 제스처 및 음성 기반 인터페이스 방식의 연구”, 대한인간공학회지, vol.31, no.4, pp.593~599, 2012.08; DOI(http://dx.doi.org/10.5143/JESK.2012.31.4.593)
- Joo, J; Kim, N; “어포던스 기반 FSA모델을 이용한 대피자 행동 모델링 및 시뮬레이션 = Modeling and Simulation of Emergent Evacuation Using Affordance-based FSA Models”, 대한산업공학회지, vol.37, no.2, pp.96~104, 2011.06
International Conference
- Kim, H, Jung, H, Seo, J, Kim, H, Kim, N, Jung, ID, “Small Modular Reactor Core Monitoring System by Embedding Optical Fiber Sensor with Direct Energy Deposition”, The 2nd International Conference on Design for 3D Printing, Jeju, Korea, 2023.10.18
- Lee, S, Kim, B, Kim, N, “Development and Environmental Impact Assessment of Split Bed Platform for Fused Deposition Modeling (FDM)”, The 2nd International Conference on Design for 3D Printing, Jeju, Korea, 2023.10.18
- Kim, B, Chung, H, Park, J, Choi, S, Kim, N, “Deep Learning-based Generative Approach for Surface Morphology Prediction in Direct Energy Deposition (DED)”, The 2nd International Conference on Design for 3D Printing, Jeju, Korea, 2023.10.18
- Kim, H, Park, H, Lee, M, Kim, N, “Enhancing Mechanical Properties in Large Object Additive Manufacturing (LOAM) though with Carbon Fabric and Heat Press Lamination”, The 2nd International Conference on Design for 3D Printing, Jeju, Korea, 2023.10.18
- Oh, Y, Chung, H, Kim, N, “Layer-wise image super-resolution using perceptual features for defect detection in Laser Powder Bed Fusion (LPBF)”, The 2nd International Conference on Design for 3D Printing, Jeju, Korea, 2023.10.18
- Kim, T, Chung, H, Choi, S, Kim, N, “A Multimodal Learning Approach for Thermal Field Prediction in Direct Energy Deposition (DED) Process”, The 2nd International Conference on Design for 3D Printing, Jeju, Korea, 2023.10.18
- Park, H, choi, H, Kim, H, Lee, M, Kim, N, “Enhancing Mechanical Properties of Large-Object Additive Manufacturing through Local Halogen Heat Treatment”, The 2nd International Conference on Design for 3D Printing, Jeju, Korea, 2023.10.18
- Sung, M, Kim, H, Kang, H, Kim, N, “Improvements of Surface Quality of Thermoplastic Polyurethane(TPU) Automotive Seat Covers through Chemical Vapor Smoothing in Additive Manufacturing(AM)”, The 2nd International Conference on Design for 3D Printing, Jeju, Korea, 2023.10.18
- Kim, J, Koo, J, Park, S, Choi, S, Kim, N, “Enhancing Surface Quality of PBF-LB Fabricated Sipe of Tire Mold using Dry Electropolishing”, The 2nd International Conference on Design for 3D Printing, Jeju, Korea, 2023.10.18
- Koo, J, Kim, J, Park, S, Park, E, Kim, N, “Influence of HIP Treatment on Different Crack Modes of the PBF-LB CM247LC”, The 2nd International Conference on Design for 3D Printing, Jeju, Korea, 2023.10.18
- Koo, J, Kim, J, Park, S, Park, E, Kim, N, “Influence of HIP Treatment on Different Crack Modes of the PBF-LB CM247LC”, International Conference on Precision Engineering and Sustainable Manufacturing , Japan, 2023.07.17
- Kim, N, “Agent-based Modeling and Simulation for Digital Twin of Complex Systems Incorporating Humans: Case Studies of Emergency Evacuation and Additive Manufacturing Digital Factory”, Asia-Korea Conference 2022, Singapore, 2022.11.24
- SEONG, M, Kim, Y, Kim, N, “Parameter control in selective laser sintering for elastic lattice structures of functionally graded seat cushion”, ASPEN2022, Singapore, 2022.11.15
- Lee, S, Kim, N, “Enhancement of printing resolution and scalability using a flexible support platform Fused Deposition Modeling (FDM)”, ASPEN2022, Singapore, 2022.11.15
- Auyeskhan, U, Steed, A, Park, S, Kim, D, Kim, N, “Assembly-Level Design for Additive Manufacturing Framework Supported by Axiomatic Design Theory”, ASME IDETC-CIE 2022, USA, 2022.08.14
- Chung Baek, AM, Park, E, Kim, N, “A robust multi-objective parameter optimization in selective laser melting using unsupervised learning”, ASME iDETC-CIE 2022, USA, 2022.08.14
- Park, Y, Park, S, Kim, N, “Development of Human-in-the-loop Digital Twin in Radiation Emergency Evacuation”, 2022 ANS Annual Meeting, USA, 2022.06.12
- Goo, YT, Auyeskhan, U, Kim, N, Jung, ID, “AI prediction of 3D printed metal mesh structure via wifi signal disturbance”, 3rd International Symposium on Innovation in Materials Processing, Korea, 2021.10.26
- Seo, E, Sung, H, Kim, H, Kim, T, Park, S, Lee, M, Moon, SK, Kim, JG, Chung, H, Choi, SK, Kim, N, Jung, ID, “AI Augmented Digital Metal Component”, 3rd International Symposium on Innovation in Materials Processing, Korea, 2021.10.26
- Kim, HY, Lee, MS, Goo, YT, Jung, HY, Kim, N, Sung, HK, Yu, JH, Jung, ID, “Selective Laser Melting Process for Sensor Embedding into SUS316L with Heat Dissipative Inner Cavity Design”, 3rd International Symposium on Innovation in Materials Processing, Korea, 2021.10.26
- Seo, E, Kim, N, Moon, SK, Sung, HK, Jung, ID, “Effect of Build Angle on Surface Roughness of High-speed Selective Laser Melted Ti–6Al–4V Alloy”, INCASE 2021, Singapore, 2021.09.21
- Koo, J, Park, E, Chung Baek, AM, Kim, N, “The research of surface roughness prediction with machine learning according to process parameters in laser powder bed fusion”, International Conference on Advanced Surface Enhancement (INCASE), Singapore, 2021.09.07
- Kim, J, Chung Baek, A, Kim, N, “Route optimization using deep reinforcement learning with simulation-based data generation: a case study of evacuation guidance in a radiological emergency”, 22nd Conference of the International Federation of Operational Research Societies, UK, 2021.08.23
- Park, S, Kim, N, “Human-in-the-loop System to Investigate Perception-driven Evacuation Behaviors for Modeling and Simulation: Focused on Radiological Emergency”, 22nd Conference of the International Federation of Operational Research Societies, UK, 2021.08.23
- Steed, A, Kim, N, “Predicting the production quality risk of individuals in manufacturing: from empirical experiments to a predictive model”, 22nd Conference of the International Federation of Operational Research Societies, UK, 2021.08.23
- Kim, J, Kim, B, Min, B, Kim, N, “Agent-based Simulation of Heuristics-driven Evacuation Behavior Under Radiological Emergency: A Case Study of the Ko-ri Area”, 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) , Online, Singapore, 2020.12.14
- Chung, H, Kim, N, “Stress-based lattice structure design for additive manufacturing”, 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) , Singapore, 2020.12.14
- Auyeskhan, U, Kim, N, Tran, V., Kim, C, Kim, D, “Additive Manufacturing of Dynamic Lifeboat Hook Assembly”, 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) , Online, Singapore, 2020.12.14
- Kang, M, Kim, N, “Study on a Parametric Design for Additive Manufacturing of Lockable Joint using Shape Memory Polymer”, Asian Congress of Structural and Multidisciplinary Optimization 2020, Online, Korea, 2020.11.25
- Koo, J, Choi, T, Kim, N, “Preliminary Study on Optimization of Laser Scanning Patterns Focused on Temperature Gradient Reduction in Direct Energy Deposition”, Asian Congress of Structural and Multidisciplinary Optimization 2020, Korea, 2020.11.25
- Chung, H, Kim, N, “Design and additive manufacturing of non-uniform lattice structures”, Asian Congress of Structural and Multidisciplinary Optimization 2020, Online, Korea, 2020.11.23
- Kim, N, “Design for Additive Manufacturing in Automotive Industry”, The 16th International Symposium on Novel and Nano Materials, Jeju, Korea, 2020.11.03
- Auyeskhan, U, Kim, N, Tran, V, Cho, E, Kim, D, “Additive Manufacturing of a Lifeboat Hook System with a Functionally Dynamic Mechanism”, Material Science and Technology (MS&T) 2020, Online, USA, 2020.11.02
- Choi, H, Chung Baek, AM, Kim, N, “Design of non-periodic lattice structures by allocating preoptimized building blocks”, ASME 2019 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC-CIE 2019, USA, 2019.08.18
- Choi, H, Kim, N, “Load-specific lattice structure for additive manufacturing using topology optimization”, IISE Annual Conference&Expo 2019, USA, 2019.05.18
- Lee, J, Kwon, D, Kim, N, “Real-time Health Monitoring of Wiring Systems for Smart Manufacturing”, 2018 Informs Annual meeting, USA, 2018.11.04
- Kim, DM, Park, E, Kim, N, Park, HW, “Experimental investigation on tool wear during the milling processes for the post-processing of selective laser melted inconel 718 alloys”, ASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018, College Station, USA, 2018.06.18
- Ransikarbum, K, Kim, N, “Multi-criteria Selection Problem of Part Orientation in 3d Fused Deposition Modeling Based on Analytic Hierarchy Process Model: a Case Study”, 2017 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2017, Singapore, 2017.12.10, pp.1455~1459
- Kim, J, Kim, N, Paik, E, Lee, C, Bae, K, “PRACTICAL APPLICATION OF WEDDING RING IN AGENT-BASED DEMOGRAPHIC SIMULATION”, 2017 Winter Simulation Conference, WSC 2017, Red Rock Casino Resort and SpaLas Vegas, USA, 2017.12.03, pp.4384~4395
- Kim, N, “Design for Additive Manufacturing in Automotive Applications”, 5th Asia-Korea Conference on Science and Technology 2017, Singapore, 2017.11.16
- Park, E, Kim, J, Kim, J, Park, HW, Kim, N, “Enhancement of Dimensional Stability and Mechanical Properties of 3D Printed Parts using the Electron Beam Process : A Case Study : Unmanned Drone”, 5th Asia-Korea Conference on Science and Technology 2017, Singapore, 2017.11.16
- Oh, Y, Ransikarbum, K, Busogi, M, Kwon, D, Kim, N, “An Analysis of Quality Monitoring and Control System using Real-Time, Integrated Cost Effectiveness and Support Vector Machine”, PHM Asia Pacific 2017: Asia Pacific Conference of the Prognostics and Health Management Society 2017, Korea, 2017.07.12
- Oh, YG, Busogi, M, Ju, I, Lee, W, Kim, N, “A study on a reliability of a mixed-model assembly line based on complexity”, PHM Asia Pacific 2017: Asia Pacific Conference of the Prognostics and Health Management Society 2017, Korea, 2017.07.12
- Oh, YG, Ransikarbum, K, Busogi, M, Kwon, D, Kim, N, “Adaptive SVM-based Real-time Quality Assessment for Primer-Sealer Dispensing Process of Sunroof Assembly Line”, PHM Asia Pacific 2017: Asia Pacific Conference of the Prognostics and Health Management Society 2017, Korea, 2017.07.12
- Ransikarbum, K, Kim, N, “Data envelopment analysis-based multi-criteria decision making for part orientation selection in fused deposition modeling”, 4th International Conference on Industrial Engineering and Applications, ICIEA 2017, Japan, 2017.04.21
- Park, J, Ha, S, Park, E, Kwon, D, Kim, N, “Hygroscopic Swelling Behavior of 3D Printed Parts due to Changes in Environmental Conditions”, ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2016, Charlotte, USA, 2016.08.21
- Kim, J, Ransikarbum, K, Kim, N, Paik, E, “Agent-based simulation modeling of low fertility trap hypothesis”, 2016 Annual ACM Conference on Principles of Advanced Discrete Simulation, SIGSIM-PADS 2016, Banff, China, 2016.05.15, pp.83~87
- Kim, J, Kim, N, “Preliminary Research on an Agent-Based Simulation of Economic Life Cycle in Demography”, Asia Simulation Conference 2015, Jeju, Korea, 2015.11.04
- Busogi, M, Lee, W, Oh, Y, Kim, N, “Computation of Manufacturing Complexity in a Mixed Model Assembly”, International Conference on Operations Excellence and Service Engineering, Orlando, USA, 2015.09.10, pp.257~264
- Oh, Y, Busogi, M, Kim, N, Kim, D, “A SVM-based Quality Assessment using Thermal Image DATA in Sealer Dispensing Process”, International Conference on Operations Excellence and Service Engineering, Orlando, USA, 2015.09.10, pp.333~341
- Ha, S, Han, H, Kwon, D, Kim, N, Kim, H, Hwang, C, Shin, H, Park, K, “SYSTEMATIC DIMENSIONAL CALIBRATION PROCESS FOR 3D PRINTED PARTS IN SELECTIVE LASER SINTERING”, ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2015, Boston, USA, 2015.08.02
- Oh, YG, Ju, IC, Kim, N, “Simulation of an affordance-based human-machine cooperative control model using an agent-based simulation approach”, 17th International Conference on Human Computer Interaction, HCI International 2015, Los Angeles, USA, 2015.08.02, vol.9171, pp.226~237
- Kim, N, None, None, “Predicting human behavioral patterns in an emergency evacuation situation using agent-based modeling and real-time human-in-loop simulation”, Korea-Japan Joint Workshop on Social Simulation 2014, Nobumoto Ohama Memorial Ha, Japan, 2014
- Shin, D, Ryu, H, Kim, N, Kim, J, “Modeling of a human decision-making process with prospect theory”, 5th International Conference on Cross-Cultural Design: Methods, Practice, and Case Studies, CCD 2013, Held as Part of HCI International 2013, Las Vegas, USA, 2013.07.21, vol.8023, no. PART 1, pp.459~466
- Busogi, M, Kim, N, Shin, D, Ryu, HB, Yoo, A, Kim, D, “Bayesian affordance-based agent model for wayfinding behaviors in evacuation problems”, 4th Int. Conf. on Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, Las Vegas, USA, 2013.07.21, vol.8025 LNCS, no.PART 1, pp.297~306
- Yoo, A, Oh, YG, Park, H, Kim, N, Kim, D, Kim, Y, “A product quality monitoring framework using SVM-based production data analysis in online shop floor controls”, IIE Annual Conference and Expo 2013, San Juan, Puerto Rico, 2013.05.18, pp.3255~3262
- Kim, N, “A methodology for determining batch sizes for quality assurance products with material- and process-induced variability under an open supply chain environment”, International Congress on Logistics and SCM systems, Korea
- Kim, N, “A Framework for Description of Manufacturing Data Interoperability”, International Conference of Flexible Automation and Intelligent Manufacturing, Helsinki, Finland
- Kim, N, “Formalism of Affordance in Human-included Systems”, Asia-Pacific Conference on Vision, Songdo Convensia (Incheon), KO
- Kim, N, Joo, J, Rothrock, L, Wysk, R, Son, YJ, “Human Behavioral Simulation Using Affordance-Based Agent Model”, 14th International Conference on Human-Computer Interaction, HCI International 2011, Orlando, USA, 2011.07.09, vol.6761, pp.368~377
- Kim, N, Joo, J, Rothrock, L, Wysk, RA, “AN AFFORDANCE-BASED FORMALISM FOR MODELING HUMAN-INVOLVEMENT IN COMPLEX SYSTEMS FOR PROSPECTIVE CONTROL”, 2010 43rd Winter Simulation Conference, WSC’10, Baltimore, MD; USA, 2010.12.05, pp.811~823
Domestic Conference
- Koo, J, Park, H, Sung, M, Park, E, Kim, N, “HIP 공정이 PBF-LB CM247LC 시편의 각각의 크랙 모드에 미치는 영향”, 2023 한국유체기계학회 동계학술대회, KO, 2023.11.29
- Choo, Y, Kim, Y, Kim, N, “AI image Analysis for Real-time Dispatching of Shipyard Transport Devices: A Focus on Trailers”, 2023 대한산업공학회 추계학술대회, 울산, KO, 2023.11.02
- Park, Y, Park, Y, Kim, N, “인간-기계 협업 시스템에서 행위자 기반 모델링을 활용한 인적 수행도 분석 프레임워크 개발”, 2023 대한산업공학회 추계학술대회, KO, 2023.11.02
- Park, H, Choi, H, Kim, H, Lee, M, Kim, N, “대면적 적층 공법 기반 할로겐 램프를 활용한 물성 품질 개선”, 2023 항공우주시스템공학회 추계학술대회, KO, 2023.10.11
- Kim, H, Jung, H, Seo, J, Kim, H, Kim, N, Jung, ID, “Small Modular Reactor Core Monitoring System by Embedding Optical Fiber Sensor with Direct Energy Deposition”, PHM Korea 2023, KO, 2023.07.03
- Oh, Y, Park, Y, Kim, N, “A Proposal for the Data Quality Objectives Process to Apply to the Use of Artificial Intelligence for Getting Data on the Spread of Radioactive Contamination”, 2023 한국원자력학회 춘계학술대회, KO, 2023.05.18
- 구자건, 박현우, 성민규, 박은주, 김남훈, “CM247LC 적층 파트의 크랙 메커니즘에 따라 HIP 공정이 미치는 효과”, 2022 한국유체기계학회 동계학술대회, 제주, KO, 2022.11.30
- 김주언, 구자건, 박현우, 성민규, 김남훈, “L-PBF 제작 래티스 구조의 기하학적 결함에 대한 물방울 형상 단면 스트럿의 영향”, 2022 한국유체기계학회 동계학술대회, 제주, KO, 2022.11.30
- 박현우, 구자건, 성민규, 김병수, 박은주, 김남훈, “L-PBF 기법의 빌드 플랫폼 온도가 CM247LC 적층 제조 크랙 발생에 미치는 영향”, 2022 한국유체기계학회 동계학술대회, 제주, KO, 2022.11.30
- 김병수, 박민혁, 황제박, 김남훈, “변분오토인코더를 활용한 FDM 3D 프린팅 출력물의 자동화된 품질검증 Automated quality verification in additively manufactured parts with Fused Deposition Modeling (FDM) using variational autoencoder”, 대한기계학회 2022년 학술대회, 제주, KO, 2022.11.09
- 김홍일, 김용현, 성민규, 이승재, 김다연, 김성수, 김세민, 김영섭, 김태환, 유석호, 이경원, 이경찬, 이시온, 조유정, 김남훈, “선택적 레이저 소결 방식을 이용한 목적기반모빌리티용 위상최적화된 모듈형 어퍼바디 구조 안전성 연구 A Study on Structural Safety of Topologically Optimized Parts for Purpose Built Vehicle (PBV) fabricated with Selective Laser Sintering (SLS)”, 대한기계학회 2022년 학술대회, 제주, KO, 2022.11.09
- 박현우, 구자건, 성민규, 김병수, 박은주, 김남훈, “The effect of build-plate temperature on crack generation of CM247 in laser powder bed fusion additive manufacturing”, 대한기계학회 2022년 학술대회, KO, 2022.11.09
- 오영훈, 김태환, 박현우, 정해권, 김정식, 방적호, 김남훈, “결함 감지를 위한 LPBF 적층 이미지 해상도 향상 모델 Quality control in metal additive manufacturing using deep learning approaches”, 대한기계학회 2022년 학술대회, 제주, KO, 2022.11.09
- 김홍일, 김주언, Ulanbek, A, 이민식, 김남훈, “전기식 다중 테일로터 풍동 실험 더미 구조물 제조를 위한 초대형 적층 제조 공정 소재 및 적층 방향 최적화 연구 A Study on Optimization of the Material and the Layer Direction for Electrical Multi Tail rotor Wind Tunnel Dummy Structure by Using Large Object Additive Manufacturing”, 항공우주시스템공학회 2022년도 추계학술대회, 여수, KO, 2022.11.02
- 성민규, Kim, Y, Kim, T, Kim Y, Lee, K, Cho, Y, Kim, D, 김남훈, “3D 프린트 장비 파라미터 제어를 통한 차량 시트용 격자구조 탄성소재 적층제조 기술 연구 = Parameter control in selective laser sintering for elastic lattice structures of functionally graded seat cushion”, 한국정밀공학회 제7회 정밀공학 창의경진대회, KO, 2022.10.21
- Lee, S, Kim, S, Lee, K, Kim, S, Lee, S, Yoo, S, 김남훈, “서포트 구조물 감소 목적의 분할형 베드 플랫폼 개발 = Development of Split Bed Platform for Reducing Support Structures”, 한국정밀공학회 제7회 정밀공학 창의경진대회, KO, 2022.10.21
- 박수형, 김남훈, “정형적 모델링을 통한 적층 제조 공정의 행위자 기반 시뮬레이션 개발”, 한국경영과학회-대한산업공학회 2022년 춘계공동학술대회, KO, 2022.06.01
- 성민규, 구자건, 박은주, 김남훈, “CM247LC를 이용한 가스터빈용 부품 PBF적층시 서포트 파라미터 연구 = A Study on Support Structure Design Parameters of Gas an Additively Manufactured Component for Gas Turbine Blades with CM247LC using Powder Bed Fusion”, 한국정밀공학회 2021 추계학술대회 , 부산, KO, 2021.11.24
- 구자건, 김남훈, “기계학습 기법을 통한 CM247LC 파트의 PBF 적층 공정 변수에 따른 다운스킨 표면조도 예측에 대한 연구 Down Skin Surface Roughness Prediction of Additively Manufactured CM247LC with Machine Learning Algorithms in Laser Powder Bed Fusion (L-PBF)”, 한국정밀공학회 2021 추계학술대회 , 부산, KO, 2021.11.24
- 이진우, 김남훈, “열전대 기반 금속 적층 제조 공정 중 품질 실시간 예측 연구 = Thermocouple-based Online Monitoring Method for the Quality of Metal Additive Manufacturing”, 한국정밀공학회 2021 추계학술대회, BEXCO, KO, 2021.11.24
- 김용현, 김남훈, 김주언, 김병수, 김홍일, 박수호, 이석준, Paredes, D, “대형 적층 제조 방식을 이용한 복합소재 풍력발전기 블레이드 금형 출력 및 VARTM 공정으로 성형된 블레이드의 구조 안전성 연구 = A Manufacturing of Composite Material Wind Turbine Blade Mold by Using Big Area Additive Manufacturing (BAAM) Method and Structural Safety of the Cured Blade by VARTM Process”, 한국정밀공학회 2021 추계학술대회 , KO, 2021.11.24
- 김주언, 김용현, 김병수, 김홍일, 박수호, 이석준, Paredes, D, 김남훈, “DFAM을 통한 풍력발전기 날개 내부의 생성적 구조 적용 연구”, 한국정밀공학회 2021 추계학술대회, 부산, KO, 2021.11.24
- 박수형, 김남훈, “가상 현실을 이용한 작업자 행동 분석 중심의 생산 시스템 시뮬레이션 연구”, 2021년 대한산업공학회 추계학술대회, KO, 2021.11.12
- 성민규, 이진우, 김용현, 김남훈, “폴리우레탄 소재를 이용한 3D 프린팅 격자 구조의 상대밀도에 따른 쿠션 특성 연구 A Study of Cushion Properties for 3D Printed Polyurethane Lattice Structure Depending on Relative Density”, 한국정밀공학회 2021 춘계학술대회 , KO, 2021.05.12
- 구자건, 정해권, 김남훈, “기계학습 기법을 통한 PBF 적층 파트의 공정 변수에 따른 표면조도 예측에 대한 연구 = The research of surface roughness prediction with machine learning technics according to process parameters in Powder Bed Fusion (PBF)”, 한국정밀공학회 2021 춘계학술대회 , KO, 2021.05.12
- 박수형, 김정식, 김남훈, “방사선 비상시 인지 기반 대피 행동의 HITL(Human-in-the-loop) 실험을 위한 선행 연구”, HCI KOREA 2021, KO, 2021.01.27
- Park, E, Koo, J, Kim, N, “금속분말 적층 제조공정으로 제작된 니켈합금의 공정변수에 대한 미세조직, 잔류응력에 대한 연구”, 2020 한국유체기계학회 동계학술대회, Online, KO, 2020.11.25
- Auyeskhan, U, Kim, N, Tran, V, Cho, H, Kim, D, “Additive Manufacturing of Dynamic Lifeboat Hook 동적으로 작동하는 구명정 후크 어셈블리의 적층가공”, 한국정밀공학회 2020 통합학술대회, Online, KO, 2020.09.14
- Koo, J, Kim, N, “기판의 표면 조도에 따른 DED 적층 파트의 미세 조직과 기계적 물성에 대한 연구 = The Study of Micro Structures and Mechanical Properties according to Surface Roughness of Substrate in Directed Energy Deposition(DED)”, 한국정밀공학회 2020 통합학술대회, Online, KO, 2020.09.14
- Lee, J, Kang, M, Kim, N, “3D 프린팅 고분자 출력물의 열-가압 후처리 공정을 통한 표면 질감 변경에 관한 연구”, 한국정밀공학회 2020 통합학술대회, Online, KO, 2020.09.14
- Kang, M, Lee, J, Park, E, Kim, N, “폴리우레탄 소재를 이용한 3D 프린팅 허니콤 구조의 쿠션 특성 개선을 위한 공정 변수 연구 = A Parametric Study for Cushion Properties of 3D Printed Polyurethane Honeycomb Structure”, 한국정밀공학회 2020 통합학술대회, Online, KO, 2020.09.14
- Kim, J, Kim, N, “Study on mechanical properties of extrusion-based additive manufactured parts by various tool paths = 압출 방식 적층 제조에서 가공 경로 유형에 따른 기계적 물성 연구”, 한국정밀공학회 2020 통합학술대회, Online, KO, 2020.09.14
- Kim, G, Park, E, Kim, N, “Direct Energy Deposition 공정으로 적층 된 레이저트랙의 단면 형상 특성 분석”, 한국정밀공학회 2019 춘계학술대회, KO, 2019.05.15
- 김정식, 김남훈, “고령화 현상 진단을 위한 행위자 기반 시뮬레이션 개발”, 2018 대한산업공학회 추계학술대회, KO, 2018.11.09
- 이은서, 최해준, 이문영, 김남훈, “전기자동차 외장 부품의 경량화를 위한 위상 최적화기반 적층제조 적합 설계”, 2018 대한기계학회 CAE및응용역학 부문 춘계학술대회, KO, 2018.04.26
- 송동환, Busogi, Moise, 김남훈, “Long Short-Term Memory(LSTM)에서 시간 단위 민감도 분석을 통한 주가지수 예측”, 2018 대한산업공학회 춘계공동학술대회, KO, 2018.04.04
- 김희창, 김수현, 박은주, 이승철, 김남훈, “FDM 방식 3D프린팅 제품의 기계적 물성 향상 및 추정에 관한 실험적 연구 Experimental Study on Improvement and Estimation of Mechanical Properties of FDM-based 3D Printing Products”, 대한기계학회 신뢰성부문 2017년도 춘계학술대회, KO, 2017.02.22
- 주익찬, Busogi, Moise, 김남훈, 박용제, “수작업 조립 공정에서 작업 난이도를 고려한 공정 복잡도 연구”, 대한산업공학회 춘계 학술 대회, 제주 국제컨벤션센터, KO, 2016.04.13
- 송동환, 오영광, 김남훈, “제조 산업의 자동화 시스템의 품질 분석 겨로가 정확도 향상을 위한 데이터 특징선택과 SVM 적용 사례 연구”, 대한산업공학회 춘계 학술 대회, 제주 국제컨벤션센터, KO, 2016.04.13
- 김정식, 송동환, 김남훈, 백의현, 배장원, 김기호, “인구 증감 분석 및 예측을 위한 행위자 기반 시뮬레이션 개발 연구”, 대한산업공학회 춘계 학술 대회, 제주 국제컨벤션센터, KO, 2016.04.13
- Ha, S, Ma, J, Kim, N, “어포던스에 기반한 인간-기계 시스템의 시뮬레이션과 제어 방법에 대한 연구”, 2015 안보학술대회, Seoul, KO, 2015.11.30
- Han, H, Oh, Y, Kim, D, Kim, N, “자동차 조립 공정에서 이미지 데이터를 활용한 실러 도포 품질 검사 프로세스 연구”, 2015 춘계 공동 학술대회, Jeju, KO, 2015.04.08
- Ju, I, Oh, Y, Kim, N, “유연생산 시스템 제조 자원간 역할 분배를 위한 인적 자원 모델링”, 2015 춘계 공동 학술대회, Jeju, KO, 2015.04.08, pp.1793~1799
- Ha, S, Han, H, Kim, N, Kim, H, Hwang, C, Shin, H, Park, K, “레이저 소결 방식 3D 프린팅 시스템에서의 최적 치수 보정 프로세스 연구”, 2015 한국CAD/CAM학회 동계학술대회, Pyongchang, KO, 2015.02.04, pp.225~230
- Ha, S, Han, H, Yoon, J, Kim, N, Kwon, D, “3D 프린팅 제품 및 부품의 신뢰성 평가를 위한 가속 실험 설계”, 대한기계학회 2014 추계학술대회, Gwangju, KO, 2014.11.11, pp.1002~1003
- Kim, N, Changwon Ahn, Moise Busogi, Jungsik Kim, “Preliminary Research on an Agent-Based Modeling and Simulation in Demographic Study”, 2014 4th international worksop series, Jeju National University; South Korea, KO, 2014.08.20
- Kim, N, None, None, “Human-in-the-loop & Agent-based Simulation : for Evacuation Simulation”, HCI KOREA 2014, 강원 하이원 리조트 컨벤션 센터, KO, 2014
- Kim, N, “에이전트 시뮬레이션 기반 인간-기계 협업 시스템에서의 작업 분배 최적화 = Agent-based Modeling and Simulation for Optimal Work Allocation in Human-Machine Systems”, 2013 대한기계학회, 정선(하이원리조트), KO, 2013.12.19, pp.145~145
- Kim, N, “Agent-based Modeling and Simulation for Optimal Work Allocation in Human-Machine Systems = 에이전트 시뮬레이션 기반 인간-기계 협업 시스템에서의 작업 분배 최적화”, 대한기계학회 2013년도 학술대회, KO, 2013.12, pp.145~145
- Kim, N, “Agent-based Modeling and Simulation for Optimal Work Allocation in Human-Machine Systems = 에이전트 시뮬레이션 기반 인간-기계 협업 시스템에서의 작업 분배 최적화”, 대한기계학회 2013년도 학술대회, KO, 2013.12, pp.1453~1457
- Kim, N, 오영광, 유아름, 박해승, 김동철, 최진욱, “제조 공정 데이터의 통계적 분석을 통한 최종 제품의 품질 예측에 관한 연구”, 2013 한국CAD/CAM학회 학술발표회, KO
- Kim, N, 모이스 부소기, “Bayesian Affordance-Based Agent Model for Wayfinding Behaviors in Evacuation Problems”, 2013 한국인지과학회, 서강대학교; 서울, KO
- Kim, N, 하상호, 고승모, “인간-시스템(기계) 상호작용 연구를 위한 간이 3차원 가상현실환경의 디자인 및 구현”, HCI Korea 2013, 하이원리조트, KO
- Kim, N, 유아름, “은닉마코프모델을 이용한 생산공정내의 제품품질 모니터링 프레임워크 = A product quality monitoring system using Hidden Markov Model in a manufacturing process “, 2013 한국경영과학회/대한산업공학회 춘계 공동학술대회, KO
- Kim, N, 모이스 부소기, 류호경, 신동민, “베이즈 어포던스기반 에이전트 시뮬레이션 모델링 = BAYESIAN AFFORDANCE-BASED AGENT MODELING AND SIMULATION”, 2013 한국경영과학회/대한산업공학회 춘계 공동학술대회, 여수 디오션 리조트, KO
- Kim, N, “제한된 공간에서 인간 에이전트의 시각적 인지 기반 대피 시뮬레이션”, 대한산업공학회 춘계학술대회, 경주 현대호텔, KO
- Kim, N, “Affordance based interaction design and its implications in systems design”, 한국 HCI 학회 (HCI Korea), 알펜시아리조트(강원), KO
- Kim, N, Oh, YG, Yoo, A, “제조산업에서 서포트벡터 머신을 활용한 통계적 품질 예측”, 2012 대한산업공학회 추계학술대회, KO, 2012