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Publications

Journal Papers under Review

*corresponding author

[6] Oh, S., Jung, Y., Kim, S., Lee, I., and Kang, N.* “Deep Generative Design: Integration of Topology Optimization and Generative Models”, Journal of Mechanical Design (PDF) (arXiv)

[5] Jung, Y., Kang, N.*, and Lee I. “Sampling-based Probabilistic Analytical Target Cascading using Kernel Density Estimation for Accurate Uncertainty Propagation”, Structural and Multidisciplinary Optimization (PDF)

[4] Kim, S. W., Chang, J., Park, H. H., Song, S. U., Cha, C. B., Kim, J. W., Kang, N.* “Autonomous Taxi Service Design and User Experience”, Journal of Human–Computer Interaction (PDF)

[3] Koh, S. R., Hur, S. H., and Kang, N.* “Feasibility Study on the Korean Government’s Hybrid Conversion Project of Small Diesel Trucks for Parcel Delivery Services”, Journal of Cleaner Production (PDF)

[2] Kang, N., Ren, Y., Feinberg, F. M., and Papalambros, P. Y. “Form + Function: Optimizing Aesthetic Product Design via Adaptive, Geometrized Preference Elicitation”, Marketing Science (PDF)

[1] Kang, N., Feinberg, F. M., and Papalambros, P. Y. “Designing Profitable Joint Product-Service Channels”, Design Science (PDF)

Journal Papers (International)

[12] Lee, U., Kang, N.*, and Lee, I. (2019) “Selection of optimal target reliability in RBDO through reliability-based design for market systems (RBDMS) and application to electric vehicle design”, Structural and Multidisciplinary Optimization (PDF)

[11] Kang, N., Bayrak, A., and Papalambros, P. Y. (2018) "Robustness and Real Options for Vehicle Design and Investment Decisions under Gas Price and Regulatory Uncertainties”, Journal of Mechanical Design, 140(10), 101404. (PDF)

[10] Jung, Y., Kang, N., and Lee I. (2018) “Modified Augmented Lagrangian Coordination and Alternating Direction Method of Multipliers with Parallelization in Non-hierarchical Analytical Target Cascading", Structural and Multidisciplinary Optimization, 58(2), pp. 555-573. (PDF)

[9] Kang, N., Burnap, A., Kim, K. H., Reed, M. P., and Papalambros, P. Y. (2017) “Influence of Automobile Seat Form and Comfort Rating on Willingness to Pay”, International Journal of Vehicle Design, 75(1/2/3/4), pp.75-90 (PDF)

[8] Kang, N., Feinberg, F. M., and Papalambros, P. Y. (2017) “Autonomous Electric Vehicle Sharing System Design”, Journal of Mechanical Design, 139(1), 011402. (PDF)

[7] Bayrak, A., Kang, N.*, and Papalambros, P. Y. (2016) “Decomposition Based Design Optimization of Hybrid Electric Powertrain Architectures: Simultaneous Configuration and Sizing Design”, Journal of Mechanical Design, 138(7), 071405 (PDF)

[6] Kang, N., Ren, Y., Feinberg, F. M., and Papalambros, P. Y. (2016) “Public Investment and Electric Vehicle Design: A Model-based Market Analysis Framework with Application to a USA-China Comparison Study”, Design Science, Vol. 2, e6, doi:10.1017/dsj.2016.7. (PDF)

[5] D’Souza, K., Bayrak, A. E., Kang, N., Wang, H., Altin, B., Barton, K., Hu, J., Papalambros, P. Y., Epureanu, B. I., and Gerth, R. (2016) “An Integrated Design Approach for Evaluating the Effectiveness and Cost of a Fleet”, Journal of Defense Modeling and Simulation, 13(4), pp. 381-397. (PDF)

[4] Kang, N., Feinberg, F. M., and Papalambros, P. Y. (2015) “Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design”, Journal of Mechanical Design, 137(6), 061402. (PDF)

[3] Kang, N., Kokkolaras, M., Papalambros, P. Y., Park, J., Na, W., Yoo, S., and Featherman, D. (2014) “Optimal Design of Commercial Vehicle Systems Using Analytical Target Cascading”, Structural and Multidisciplinary Optimization, 50(6), pp. 1103-1114. (PDF)

[2] Kang, N., Kokkolaras, M., and Papalambros, P. Y. (2014) “Solving Multiobjective Optimization Problem Using Quasi-separable MDO Formulations and Analytical Target Cascading”, Structural and Multidisciplinary Optimization, 50(5), pp. 849-859. (PDF)

[1] Kang, N., Kim, J. and Park, Y. (2007) “Integration of marketing domain and R&D domain in NPD design process”, Industrial Management & Data Systems, 107(6), pp. 780-801. (PDF)

Journal Papers (Korean)

[1] Kwon, Y., Byun, J., and Kang, N. (2019) “소형 경유 트럭에 대한 친환경 트럭으로의 개조 기술 선택에 관한 연구”, 대한교통학회지, 37(2), pp. 135-147. (PDF)

Conference Proceedings (International)

[11] Oh, S., Jung, Y., Lee, I., and Kang, N.* (2018) “Design Automation by Integrating Generative Adversarial Networks and Topology Optimization”, Proceedings of the ASME 2018 International Design & Engineering Technical Conferences, Quebec City, Quebec, Canada, Aug 26-Aug 29, DETC2018-85506 (PDF)

[10] Lee, U., Kang, N.*, and Lee, I. (2017) “Reliability-based Design Optimization (RBDO) for Electric Vehicle Market Systems”, Proceedings of the ASME 2017 International Design & Engineering Technical Conferences, Charlotte, Aug 6-Aug 9, DETC2017-68045 (PDF)

[9] Jung, Y., Kang, N., and Lee I. (2017) “Convergence Strategy for Parallel Solving of Analytical Target Cascading with Augmented Lagrangian Coordination”, Proceedings to the 12th World Congress on Structural and Multidisciplinary Optimization, Braunschweig, Germany, June 5-June 9.(PDF)

[8] Kang, N., Bayrak, A., and Papalambros, P. Y. (2016) “A Real Options Approach to Hybrid Electric Vehicle Architecture Design for Flexibility”, Proceedings of the ASME 2016 International Design & Engineering Technical Conferences. (PDF)

[7] Kang, N., Feinberg, F. M., and Papalambros, P. Y. (2015) “Autonomous Electric Vehicle Sharing System Design”, Proceedings of the ASME 2015 International Design & Engineering Technical Conferences (Dow Distinguished Award for Interdisciplinary Sustainability). (PDF)

[6] Bayrak, A., Kang, N.*, and Papalambros, P. Y. (2015) “Decomposition Based Design Optimization of Hybrid Electric Powertrain Architectures: Simultaneous Configuration and Sizing Design”, Proceedings of the ASME 2015 International Design & Engineering Technical Conferences. (PDF)

[5] Kang, N., Emmanoulopoulos, M., Ren, Y., Feinberg, F. M., and Papalambros, P. Y. (2015) “A Framework for Quantitative Analysis of Government Policy Influence on Electric Vehicle Market”, Proceedings of the 20th International Conference on Engineering Design. (PDF)

[4] Kang, N., Feinberg, F. M., and Papalambros, P. Y. (2014) “Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design”, Proceedings of the ASME 2014 International Design & Engineering Technical Conferences. (PDF)

[3] Kang, N., Feinberg, F. M., and Papalambros, P. Y. (2013) “A Framework for Enterprise-driven Product Service Systems Design”, Proceedings of the 19th International Conference on Engineering Design. (PDF)

[2] Kang, N., Kokkolaras, M., and Papalambros, P. Y. (2013) “Solving Multiobjective Optimization Problem Using Quasi-separable MDO Formulations and Analytical Target Cascading”, Proceedings of the 10th World Congress on Structural and Multidisciplinary Optimization. (PDF)

[1] Kang, N., Kokkolaras, M., Papalambros, P. Y., Park, J., Na, W., Yoo, S., and Featherman, D. (2012) “Optimal Design of Commercial Vehicle Systems Using Analytical Target Cascading”, Proceedings of the 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference .(PDF)

Conference Proceedings (Korean)

[8] Kim, S., Lee, S., and Kang, N.* (2019) “딥러닝 기반 제너레이티브 디자인”, 대한기계학회 CAE 및 응용역학부문 2019년도 춘계학술대회

[7] Kim, S. and Kang, N.* (2019) “이상치 탐지를 위한 오토인코더와 CNN의 비교”, 한국PHM학회 정기학술대회 (포스터)

[6] Kang, N. (2019) “최적 설계 분야의 딥러닝 연구 동향”, 한국전산구조공학회 정기학술대회

[5] Lee, U., Kang, N., and Lee, I. (2018) “Improving the Accuracy of Consumer Preference Estimation Using Economic Simulation Model”, 한국전산역학회

[4] Lee, U., Kang, N., and Lee, I. (2017) “전기차 시장을 고려한 신뢰성 기반 최적 설계”, 대한기계학회, pp. 89-90.

[3] Jung, Y., Kang, N., and Lee, I. (2017) “Augmented Lagrangian Coordination을 이용한 Analytical Target Cascading 에서의 Parallelization 도입 및 수렴전략 개발”, 대한기계학회, pp. 188-189.

[2] Kim, J., Kang, N., and Park, Y. (2009) “컨조인트와 트리즈의 통합에 관한 연구”, 기술경영경제학회, pp. 627-647. (PDF)

[1] Kang, N., Kim, J., and Park, Y. (2006) “신제품 개발 프로세스에서 마케팅 영역과 제조 영역의 통합적 설계 : Conjoint 분석과 Taguchi 방법의 순차적 결합”, 한국경영과학회, Vol. 2006, No. 5, pp. 365-372. (PDF)

Book Chapters

[2] Min, D. A., Kang, N., Rhim, J., and Lee, J. H. (2018) “A Sense of Dichotomy in Household Space and Smartphone”, Computational Studies on Cultural Variation and Heredity, pp. 95-105, Springer, Singapore.

[1] Papalambros, P. Y. and Kang, N. (2015) "Systems Design - Chapter 8", Principles of Optimal Design (3rd Edition), Cambridge University Press, New York.