Showing results 1 to 39 of 39
A Sense of Dichotomy in Household Space and Smartphone Min, Deedee Aram; Rhim, Jimin; Kang, Namwoo; Lee, Ji-Hyun, The 2nd Cultural DNA Workshop 2017, KAIST, 2017-01-13 |
Adaptive neural network ensemble using prediction frequency Lee, Ungki; Kang, Namwoo, JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING, v.10, no.4, pp.1547 - 1560, 2023-07 |
AI-based Design Automation: Generative Design + Generative Models Kim, Seongsin; Lee, Sunghee; Kang, Namwoo, KSME-JSME Joint Symposium on Computational Mechanics & CAE, Computational Mechanics Division, The Japan Society of Mechanical Engineers, 2019-09-18 |
Autonomous Electric Vehicle Sharing System Design Kang, Namwoo; Feinberg, Fred M.; Papalambros, Panos Y., JOURNAL OF MECHANICAL DESIGN, v.139, no.1, 2017-01 |
Bayesian mesh optimization for graph neural networks to enhance engineering performance prediction = 공학적 성능 예측 향상을 위한 그래프 신경망용 베이지안 메쉬 최적화link Park, Jangseop; 박장섭; et al, 한국과학기술원, 2023 |
Decomposition-Based Design Optimization of Hybrid Electric Powertrain Architectures: Simultaneous Configuration and Sizing Design Bayrak, Alparslan Emrah; Kang, Namwoo; Papalambros, Panos Y., JOURNAL OF MECHANICAL DESIGN, v.138, no.7, pp.071405, 2016-07 |
Deep Generative Design: Integration of Topology Optimization and Generative Models Oh, Sangeun; Jung, Yongsu; Kim, Seongsin; Lee, Ikjin; Kang, Namwoo, JOURNAL OF MECHANICAL DESIGN, v.141, no.11, 2019-11 |
Deep Learning-based CAD/CAE Framework Kang, Namwoo; Yoo, Soyoung; Lee, Sunghee; Kim, Seongsin; Hwang, Kwang Hyeon; Park, Jong Ho, Asian Congress of Structural and Multidisciplinary Optimization, ACSMO2020, Asian Society of Structural and Multidisciplinary Optimization, 2020-11-23 |
Deep learning-based inverse design for engineering systems: multidisciplinary design optimization of automotive brakes Kim, Seongsin; Jwa, Minyoung; Lee, Soonwook; Park, Sunghoon; Kang, Namwoo, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.11, 2022-11 |
DESIGN AUTOMATION BY INTEGRATING GENERATIVE ADVERSARIAL NETWORKS AND TOPOLOGY OPTIMIZATION Oh, Sangeun; Jung, Yongsu; Lee, Ikjin; Kang, Namwoo, ASME International Design Engineering Technical Conferences (IDETC) / Computers and Information in Engineering Conference (CIE), AMER SOC MECHANICAL ENGINEERS, 2018-08 |
Design optimisation of a hybrid electric vehicle cooling system considering performance and packaging Lee, Kwang Jae; Kang, Namwoo; Kokkolaras, Michael; Papalambros, Panos Y., INTERNATIONAL JOURNAL OF VEHICLE DESIGN, v.85, no.2-4, pp.154 - 177, 2021-12 |
Effect of Robo-Taxi User Experience on User Acceptance: Field Test Data Analysis Lee, Sunghee; Yoo, Soyoung; Kim, Seongsin; Kim, Eunji; Kang, Namwoo, TRANSPORTATION RESEARCH RECORD, v.2676, no.2, pp.350 - 366, 2022-02 |
Explainable artificial intelligence for manufacturing cost estimation and machining feature visualization Yoo, Soyoung; Kang, Namwoo, EXPERT SYSTEMS WITH APPLICATIONS, v.183, 2021-11 |
Gender Differences in User Experience of Autonomous Taxi Service Yoo, Soyoung; Lee, Sunghee; Kim, Seongsin; Kang, Namwoo, The 3rd Cultural DNA Workshop 2019, KAIST, 2019-06-25 |
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs Jang, Seowoo; Yoo, Soyoung; Kang, Namwoo, COMPUTER-AIDED DESIGN, v.146, 2022-05 |
How to Trade off Aesthetics and Performance in Generative Design? Shin, Dongju; Yoo, Soyoung; Lee, Sunghee; Kim, Minyoung; Hwang, Kwang Hyeon; Park, Jong Ho; Kang, Namwoo, The 2021 World Congress on Advances in Structural Engineering and Mechanics (ASEM21), IASEM, KAIST, KTA, SNU DAAE, 2021-08-24 |
Human Driver’s Reasoning on Moral Dilemma of Autonomous Vehicles: Values and Themes Lee, Gibbeum; Kang, Namwoo; Lee, Ji-Hyun, 5th International Conference on Intelligent Human Systems Integration (IHSI 2022), International Conference on Intelligent Human Systems Integration, 2022-02-23 |
Human Driver’s Reasoning on Moral Dilemma of Autonomous Vehicles: Values and Themes Lee, Gi-bbeum; Kang, Namwoo; Lee, Ji-Hyun, The 5th International Conference on Intelligent Human Systems Integration, Intelligent Human Systems Integration (IHSI), 2022-02-23 |
Idle vehicle relocation strategy through deep learning for shared autonomous electric vehicle system optimization Kim, Seongsin; Lee, Ungki; Lee, Ikjin; Kang, Namwoo, JOURNAL OF CLEANER PRODUCTION, v.333, 2022-01 |
Influence of automobile seat form and comfort rating on willingness-to-pay Kang, Namwoo; Burnap, Alex; Kim, K. Han; Reed, Matthew P.; Papalambros, Panos Y., INTERNATIONAL JOURNAL OF VEHICLE DESIGN, v.75, no.1-4, pp.75 - 90, 2017-12 |
Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design Kang, Namwoo; Feinberg, Fred M.; Papalambros, Panos Y., JOURNAL OF MECHANICAL DESIGN, v.137, no.6, pp.061402, 2015-06 |
Integrating deep learning into CAD/CAE system: generative design and evaluation of 3D conceptual wheel Yoo, Soyoung; Lee, Sunghee; Kim, Seongsin; Hwang, Kwang Hyeon; Park, Jong Ho; Kang, Namwoo, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.64, no.4, pp.2725 - 2747, 2021-10 |
Learning design preferences through design feature extraction and weighted ensemble = 디자인 특성 추출 및 가중치 앙상블을 통한 디자인 선호도 학습link Shin, Dongju; 신동주; et al, 한국과학기술원, 2023 |
Machine Learning-based Topology Optimization: A Review Shin, Seungyeon; Shin, Dongju; Kim, Minyoung; Ryu, Hanyoung; Kang, Namwoo, The 2021 World Congress on Advances in Structural Engineering and Mechanics (ASEM21), IASEM, KAIST, KTA, SNU DAAE, 2021-08-24 |
Modified augmented Lagrangian coordination and alternating direction method of multipliers with parallelization in non-hierarchical analytical target cascading Jung, Yongsu; Kang, Namwoo; Lee, Ikjin, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.58, no.2, pp.555 - 573, 2018-08 |
Multi-scale design optimization of electric vehicles by analytical target cascading: From battery cell level to marketing level Lee, Yoon Koo; Lee, Ungki; Kang, Namwoo, JOURNAL OF CLEANER PRODUCTION, v.368, 2022-09 |
Multidisciplinary Inverse Design using Deep Learning: a Case Study of Brake Systems Kim Seong-shin; Jwa, Min-young; Lee, S; Park, S; Kang, Namwoo, Asia Pacific Conference of the Prognostics and Health Management Society (PHMAP2021), KSPHM (Korean Society for Prognostics and Health Management) and PHM Society, 2021-09-08 |
Multiscale Design Optimization of Electric Vehicles by Analytical Target Cascading: From Battery Cell Level to Marketing Level Lee, Ungki; Lee, Yoon Koo; Kang, Namwoo, Asian Congress of Structural and Multidisciplinary Optimization, ACSMO2022, ACSMO, 2022-05-22 |
Optimal design of commercial vehicle systems using analytical target cascading Kang, Namwoo; Kokkolaras, Michael; Papalambros, Panos Y.; Yoo, Seungwon; Na, Wookjin; Park, Jongchan; Featherman, Dieter, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.50, no.6, pp.1103 - 1114, 2014-12 |
Optimization of module structure considering mechanical and thermal safety of pouch cell lithium-ion batteries using a reliability-based design optimization approach Lee, Ungki; Kang, Namwoo; Lee, Yoon Koo, JOURNAL OF ENERGY STORAGE, v.72, 2023-11 |
Personal Mobility Driving Safety Monitoring System Using Deep Learning Kim, Eunji; Ryu, Hanyoung; Oh, Hyunji; Kang, Namwoo, Asia Pacific Conference of the Prognostics and Health Management Society (PHMAP2021), KSPHM (Korean Society for Prognostics and Health Management) and PHM Society, 2021-09-08 |
Predicting Manufacturing Cost of CAD Models Using 3D CNN Yoo, Soyoung; Kang, Namwoo, Asian Congress of Structural and Multidisciplinary Optimization, ACSMO2020, Asian Society of Structural and Multidisciplinary Optimization, 2020-11-23 |
Robustness and Real Options for Vehicle Design and Investment Decisions Under Gas Price and Regulatory Uncertainties Kang, Namwoo; Bayrak, Alparslan Emrah; Papalambros, Panos Y., JOURNAL OF MECHANICAL DESIGN, v.140, no.10, 2018-10 |
Safety monitoring system of personal mobility driving using deep learning Kim, Eunji; Ryu, Hanyoung; Oh, Hyunji; Kang, Namwoo, JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING, v.9, no.4, pp.1397 - 1409, 2022-08 |
Shared autonomous electric vehicle system design and optimization under dynamic battery degradation considering varying load conditions Lee, Ungki; Kang, Namwoo; Lee, Yoon Koo, JOURNAL OF CLEANER PRODUCTION, v.423, 2023-10 |
Solving multiobjective optimization problems using quasi-separable MDO formulations and analytical target cascading Kang, Namwoo; Kokkolaras, Michael; Papalambros, Panos Y., STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.50, no.5, pp.849 - 859, 2014-11 |
Topology optimization via machine learning and deep learning: a review Shin, Seungyeon; Shin, Dongju; Kang, Namwoo, JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING, v.10, no.4, pp.1736 - 1766, 2023-07 |
Weighted unsupervised domain adaptation considering geometry feature and engineering performance of 3D design data = 3D 설계 데이터의 기하 특성과 공학 성능을 고려한 가중 비지도 도메인 적응link Shin, Seungyeon; 신승연; et al, 한국과학기술원, 2023 |
Wheel impact test by deep learning: prediction of location and magnitude of maximum stress Shin, Seungyeon; Jin, Ah-hyeon; Yoo, Soyoung; Lee, Sunghee; Kim, ChangGon; Heo, Sungpil; Kang, Namwoo, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.66, no.1, 2023-01 |
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