| Deep generative design: integration of topology optimization and generative models S Oh, Y Jung, S Kim, I Lee, N Kang Journal of Mechanical Design 141 (11), 111405, 2019 | 641 | 2019 |
| Integrating deep learning into CAD/CAE system: generative design and evaluation of 3D conceptual wheel S Yoo, S Lee, S Kim, KH Hwang, JH Park, N Kang Structural and multidisciplinary optimization 64 (4), 2725-2747, 2021 | 255 | 2021 |
| Topology optimization via machine learning and deep learning: a review S Shin, D Shin, N Kang Journal of Computational Design and Engineering 10 (4), 1736-1766, 2023 | 167 | 2023 |
| Generative design by reinforcement learning: enhancing the diversity of topology optimization designs S Jang, S Yoo, N Kang arXiv preprint arXiv:2008.07119, 2020 | 164 | 2020 |
| Explainable artificial intelligence for manufacturing cost estimation and machining feature visualization S Yoo, N Kang Expert Systems with Applications 183, 115430, 2021 | 135 | 2021 |
| Autonomous electric vehicle sharing system design N Kang, FM Feinberg, PY Papalambros Journal of Mechanical Design 139 (1), 011402, 2017 | 121 | 2017 |
| Autonomous taxi service design and user experience S Kim, JJE Chang, HH Park, SU Song, CB Cha, JW Kim, N Kang International Journal of Human–Computer Interaction 36 (5), 429-448, 2020 | 105 | 2020 |
| Decomposition-based design optimization of hybrid electric powertrain architectures: Simultaneous configuration and sizing design AE Bayrak, N Kang, PY Papalambros Journal of Mechanical Design 138 (7), 071405, 2016 | 96 | 2016 |
| Integrated decision making in electric vehicle and charging station location network design N Kang, FM Feinberg, PY Papalambros Journal of Mechanical Design 137 (6), 061402, 2015 | 64 | 2015 |
| Optimal design of commercial vehicle systems using analytical target cascading N Kang, M Kokkolaras, PY Papalambros, S Yoo, W Na, J Park, ... Structural and Multidisciplinary Optimization 50 (6), 1103-1114, 2014 | 60 | 2014 |
| Data-driven physics-informed neural networks: A digital twin perspective S Yang, H Kim, Y Hong, K Yee, R Maulik, N Kang Computer Methods in Applied Mechanics and Engineering 428, 117075, 2024 | 59 | 2024 |
| Design automation by integrating generative adversarial networks and topology optimization S Oh, Y Jung, I Lee, N Kang International design engineering technical conferences and computers and …, 2018 | 56 | 2018 |
| Idle vehicle relocation strategy through deep learning for shared autonomous electric vehicle system optimization S Kim, U Lee, I Lee, N Kang Journal of Cleaner Production 333, 130055, 2022 | 51 | 2022 |
| Public investment and electric vehicle design: a model-based market analysis framework with application to a USA–China comparison study N Kang, Y Ren, FM Feinberg, PY Papalambros Design Science 2, e6, 2016 | 48 | 2016 |
| Integration of marketing domain and R&D domain in NPD design process N Kang, J Kim, Y Park Industrial Management & Data Systems 107 (6), 780-801, 2007 | 48 | 2007 |
| Solving multiobjective optimization problems using quasi-separable MDO formulations and analytical target cascading N Kang, M Kokkolaras, PY Papalambros Structural and Multidisciplinary Optimization 50 (5), 849-859, 2014 | 37 | 2014 |
| Shared autonomous electric vehicle design and operations under uncertainties: a reliability-based design optimization approach U Lee, N Kang, I Lee Structural and Multidisciplinary Optimization 61 (4), 1529-1545, 2020 | 35 | 2020 |
| Deep learning-based inverse design for engineering systems: multidisciplinary design optimization of automotive brakes S Kim, M Jwa, S Lee, S Park, N Kang Structural and Multidisciplinary Optimization 65 (11), 323, 2022 | 34 | 2022 |
| Form+ function: Optimizing aesthetic product design via adaptive, geometrized preference elicitation N Kang, Y Ren, F Feinberg, P Papalambros arXiv preprint arXiv:1912.05047, 2019 | 28 | 2019 |
| Effect of robo-taxi user experience on user acceptance: Field test data analysis S Lee, S Yoo, S Kim, E Kim, N Kang Transportation research record 2676 (2), 350-366, 2022 | 27 | 2022 |
Panos Y. PapalambrosDistinguished University Professor of Mechanical Engineering, University of MichiganVerified email at umich.edu
