Wheel Impact Test by Deep Learning: Prediction of Location and Magnitude of Maximum Stress. - Seungyeon Shin; Ah-hyeon Jin; Soyoung Yoo; Sunghee Lee; ChangGon Kim; Sungpil Heo; Namwoo Kang (CoRR, 2022)

Performance Comparison of Design Optimization and Deep Learning-based Inverse Design. - Minyoung Jwa; Jihoon Kim; Seungyeon Shin; Ah-hyeon Jin; Dongju Shin; Namwoo Kang (CoRR, 2023)

Topology optimization via machine learning and deep learning: a review. - Seungyeon Shin; Dongju Shin; Namwoo Kang (J. Comput. Des. Eng., 2023)

Weighted unsupervised domain adaptation considering geometry features and engineering performance of 3D design data. - Seungyeon Shin; Namwoo Kang (Expert Syst. Appl., 2024)