A Single Multi-Task Deep Neural Network with Post-Processing for Object Detection with Reasoning and Robotic Grasp Detection. - Dongwon Park; Yonghyeok Seo; Dongju Shin; Jaesik Choi; Se Young Chun (ICRA, 2020)

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)

Learning Design Preferences through Design Feature Extraction and Weighted Ensemble. - Dongju Shin; Sunghee Lee; Namwoo Kang (CoRR, 2024)

DeepJEB: 3D Deep Learning-based Synthetic Jet Engine Bracket Dataset. - Seongjun Hong; Yongmin Kwon; Dongju Shin; Jangseop Park; Namwoo Kang (CoRR, 2024)