Namwoo Kang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 29

Top Topics

Coal Mine Safety

User Experience

Cost Estimation

Top Venues

J. Comput. Des. Eng.

Expert Syst. Appl.

Comput. Aided Des.

Publications

Seongjun Hong, Yongmin Kwon, Dongju Shin, Jangseop Park, Namwoo Kang
DeepJEB: 3D Deep Learning-based Synthetic Jet Engine Bracket Dataset. CoRR (2024)
Sumin Lee, Sunwoong Yang, Namwoo Kang
Multi-objective Generative Design Framework and Realization for Quasi-serial Manipulator: Considering Kinematic and Dynamic Performance. CoRR (2024)
Dongju Shin, Sunghee Lee, Namwoo Kang
Learning Design Preferences through Design Feature Extraction and Weighted Ensemble. CoRR (2024)
Jangseop Park, Namwoo Kang
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction. CoRR (2024)
Seungyeon Shin, Namwoo Kang
Weighted unsupervised domain adaptation considering geometry features and engineering performance of 3D design data. Expert Syst. Appl. 256 (2024)
Sunwoong Yang, Hojin Kim, Yoonpyo Hong, Kwanjung Yee, Romit Maulik, Namwoo Kang
Data-Driven Physics-Informed Neural Networks: A Digital Twin Perspective. CoRR (2024)
Sumin Lee, Jihoon Kim, Namwoo Kang
Deep Generative Model-based Synthesis of Four-bar Linkage Mechanisms with Target Conditions. CoRR (2024)
Jihoon Kim, Yongmin Kwon, Namwoo Kang
Deep Generative Design for Mass Production. CoRR (2024)
Sunwoong Yang, Ricardo Vinuesa, Namwoo Kang
Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction. CoRR (2024)
Seungyeon Shin, Dongju Shin, Namwoo Kang
Topology optimization via machine learning and deep learning: a review. J. Comput. Des. Eng. 10 (4) (2023)
Seungyeon Shin, Namwoo Kang
Weighted Unsupervised Domain Adaptation Considering Geometry Features and Engineering Performance of 3D Design Data. CoRR (2023)
Ungki Lee, Namwoo Kang
Adaptive neural network ensemble using prediction frequency. J. Comput. Des. Eng. 10 (4) (2023)
Minyoung Jwa, Jihoon Kim, Seungyeon Shin, Ah-hyeon Jin, Dongju Shin, Namwoo Kang
Performance Comparison of Design Optimization and Deep Learning-based Inverse Design. CoRR (2023)
Seongsin Kim, Minyoung Jwa, Soonwook Lee, Sunghoon Park, Namwoo Kang
Deep Learning-Based Inverse Design for Engineering Systems: Multidisciplinary Design Optimization of Automotive Brakes. CoRR (2022)
Seungyeon Shin, Dongju Shin, Namwoo Kang
Topology Optimization via Machine Learning and Deep Learning: A Review. CoRR (2022)
Seungyeon Shin, Ah-hyeon Jin, Soyoung Yoo, Sunghee Lee, ChangGon Kim, Sungpil Heo, Namwoo Kang
Wheel Impact Test by Deep Learning: Prediction of Location and Magnitude of Maximum Stress. CoRR (2022)
Eunji Kim, Hanyoung Ryu, Hyunji Oh, Namwoo Kang
Safety monitoring system of personal mobility driving using deep learning. J. Comput. Des. Eng. 9 (4) (2022)
Seowoo Jang, Soyoung Yoo, Namwoo Kang
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs. Comput. Aided Des. 146 (2022)
Ungki Lee, Namwoo Kang
Adaptive Neural Network Ensemble Using Frequency Distribution. CoRR (2022)
Soyoung Yoo, Namwoo Kang
Explainable artificial intelligence for manufacturing cost estimation and machining feature visualization. Expert Syst. Appl. 183 (2021)
Soyoung Yoo, Sunghee Lee, Seongsin Kim, Kwang Hyeon Hwang, Jong Ho Park, Namwoo Kang
Integrating Deep Learning into CAD/CAE System: Case Study on Road Wheel Design Automation. CoRR (2020)
Seongsin Kim, Ungki Lee, Ikjin Lee, Namwoo Kang
Idle Vehicle Relocation Strategy through Deep Learning for Shared Autonomous Electric Vehicle System Optimization. CoRR (2020)
Seowoo Jang, Namwoo Kang
Generative Design by Reinforcement Learning: Maximizing Diversity of Topology Optimized Designs. CoRR (2020)
Soyoung Yoo, Namwoo Kang
Explainable Artificial Intelligence for Manufacturing Cost Estimation and Machining Feature Visualization. CoRR (2020)
Sunghee Lee, Soyoung Yoo, Seongsin Kim, Eunji Kim, Namwoo Kang
The Effect of Robo-taxi User Experience on User Acceptance: Field Test Data Analysis. CoRR (2020)
Sangwon Kim, Jennifer Jah Eun Chang, Hyun Ho Park, Seon Uk Song, Chang Bae Cha, Ji Won Kim, Namwoo Kang
Autonomous Taxi Service Design and User Experience. Int. J. Hum. Comput. Interact. 36 (5) (2020)
Soyoung Yoo, Sunghee Lee, Seongsin Kim, Eunji Kim, Hwan Hwangbo, Namwoo Kang
A Study on Anxiety about Using Robo-taxis: HMI Design for Anxiety Factor Analysis and Anxiety Relief Based on Field Tests. CoRR (2020)
Sangeun Oh, Yongsu Jung, Seongsin Kim, Ikjin Lee, Namwoo Kang
Generative Design Exploration by Integrating Deep Generative Models and Topology Optimization. CoRR (2019)
Namwoo Kang, Yi Ren, Fred M. Feinberg, Panos Y. Papalambros
Form + Function: Optimizing Aesthetic Product Design via Adaptive, Geometrized Preference Elicitation. CoRR (2019)
Namwoo Kang, Junyoung Kim, Yongtae Park
Integration of marketing domain and R&D domain in NPD design process. Ind. Manag. Data Syst. 107 (6) (2007)