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Namwoo Kang

korea advanced institute of science and technology

20H指数
112论文数
1.9K被引数
收录论文 32
发表时间
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Three-dimensional geometric augmentation guided by engineering uncertainty由工程不确定性引导的三维几何增强
errEngineering Applications of Artificial Intelligence
IF8
err2026-03-31
err0
PREAI
errYongmin Kwon; Namwoo Kang
err分享
err收藏
Mesh-agnostic prediction of unsteady flow dynamics using graph U-Nets基于图U-Net的无网格非定常流动动力学预测
errExpert Systems with Applications
IF7.5
err2026-03-04
err0
PREAI
errSunwoong Yang; Ricardo Vinuesa; Namwoo Kang
err分享
err收藏
Point-Deeponet: Predicting nonlinear fields on non-Parametric geometries under variable load conditionsPoint-Deeponet：在变负载条件下对非参数几何结构上的非线性场进行预测
errNeural Networks
IF6.3
err2026-01-09
err0
PREAI
errJangseop Park; Namwoo Kang
err分享
err收藏
Model-agnostic AI framework with explicit time integration for long-term fluid dynamics prediction与模型无关的AI框架，具有显式时间积分，用于长期流体动力学预测
errJOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING
IF6.1
err2025-10-01
err1
PREAI
errYang, Sunwoong; Vinuesa, Ricardo; Kang, Namwoo
err分享
err收藏
Multi-objective generative design framework and realization for quasi-serial manipulator: Considering kinematic and dynamic performance准串行操作器的多目标生成设计框架与实现：考虑运动学与动力学性能
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-12
err0
PREAI
errSumin Lee; Sunwoong Yang; Namwoo Kang
err分享
err收藏
Modular Mechanism Design Optimization in Large-Scale Systems with Manufacturing Cost Considerations大规模系统中的模块化机制设计优化及制造成本考虑
errInternational Journal of Precision Engineering and Manufacturing-Green Technology
IF5.6
err2025-08-21
err0
errOAAI
errSumin Lee; Namwoo Kang
err分享
err收藏
Data-efficient deep operator network for unsteady flow: A multi-fidelity approach with physics-guided subsampling数据高效深度算子网络用于非定常流动：一种基于物理引导下采样的多保真度方法
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-08-09
err0
PREAI
errSunwoong Yang; Youngkyu Lee; Namwoo Kang
err分享
err收藏
Three-dimensional deep shape optimization with a limited dataset基于有限数据集的三维深度形状优化
errEngineering Applications of Artificial Intelligence
IF8
err2025-07-05
err0
PREAI
errYongmin Kwon; Namwoo Kang
err分享
err收藏
Vehicle suspension recommendation system: multi-fidelity neural network-based mechanism design optimization
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2025-03-01
err0
errOAAI
errLee, Sumin; Kang, Namwoo
err分享
err收藏
Weighted unsupervised domain adaptation considering geometry features and engineering performance of 3D design data考虑几何特征和工程性能的三维设计数据加权无监督域自适应
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err0
errOAAI
errShin, Seungyeon; Kang, Namwoo
err分享
err收藏
DeepJEB: 3D Deep Learning-Based Synthetic Jet Engine Bracket DatasetDeepJEB：基于3D深度学习的合成喷气发动机支架数据集
errJOURNAL OF MECHANICAL DESIGN
IF3
err2024-11-27
err0
errOAAI
errHong, Seongjun; Kwon, Yongmin; Shin, Dongju; Park, Jangseop; Kang, Namwoo
err分享
err收藏
Data-driven physics-informed neural networks: A digital twin perspective数据驱动的物理信息神经网络: 数字孪生视角
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-08-01
err0
errOAAI
errYang, Sunwoong; Kim, Hojin; Hong, Yoonpyo; Yee, Kwanjung; Maulik, Romit; Kang, Namwoo
err分享
err收藏
Optimization of module structure considering mechanical and thermal safety of pouch cell lithium-ion batteries using a reliability-based design optimization approach使用基于可靠性的设计优化方法优化考虑袋状锂离子电池的机械和热安全性的模块结构
errJOURNAL OF ENERGY STORAGE
IF9.8
err2023-11-01
err3
PREAI
errLee, Ungki; Kang, Namwoo; Lee, Yoon Koo
err分享
err收藏
Shared autonomous electric vehicle system design and optimization under dynamic battery degradation considering varying load conditions
errJOURNAL OF CLEANER PRODUCTION
IF10
err2023-10-01
err2
PREAI
errLee, Ungki; Kang, Namwoo; Lee, Yoon Koo
err分享
err收藏
Wheel impact test by deep learning: prediction of location and magnitude of maximum stress
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2023-01-08
err9
PREAI
errShin, Seungyeon; Jin, Ah-hyeon; Yoo, Soyoung; Lee, Sunghee; Kim, ChangGon; Heo, Sungpil; Kang, Namwoo
err分享
err收藏
Deep learning-based inverse design for engineering systems: multidisciplinary design optimization of automotive brakes基于深度学习的工程系统逆向设计: 汽车制动器的多学科设计优化
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2022-11-01
err8
PREAI
errKim, Seongsin; Jwa, Minyoung; Lee, Soonwook; Park, Sunghoon; Kang, Namwoo
err分享
err收藏
Multi-scale design optimization of electric vehicles by analytical target cascading: From battery cell level to marketing level
errJOURNAL OF CLEANER PRODUCTION
IF10
err2022-09-01
err8
PREAI
errLee, Yoon Koo; Lee, Ungki; Kang, Namwoo
err分享
err收藏
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs基于强化学习的生成式设计: 增强拓扑优化设计的多样性
errCOMPUTER-AIDED DESIGN
IF3.1
err2022-05-01
err51
errOAAI
errJang, Seowoo; Yoo, Soyoung; Kang, Namwoo
err分享
err收藏
Idle vehicle relocation strategy through deep learning for shared autonomous electric vehicle system optimization
errJOURNAL OF CLEANER PRODUCTION
IF10
err2022-01-01
err20
errOAAI
errKim, Seongsin; Lee, Ungki; Lee, Ikjin; Kang, Namwoo
err分享
err收藏
Explainable artificial intelligence for manufacturing cost estimation and machining feature visualization用于制造成本估算和加工特征可视化的可解释人工智能
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-11-01
err47
errOAAI
errYoo, Soyoung; Kang, Namwoo
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
Y
Y.-J. Kwon
H 指数: 73 · 论文数: 731
P
Panos Y. Papalambros
H 指数: 58 · 论文数: 570
Y
Yongtae Park
H 指数: 56 · 论文数: 269
R
Ricardo Vinuesa
H 指数: 49 · 论文数: 444
J
Jongho Park
H 指数: 39 · 论文数: 263
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