Novel material representation method via a deep learning model for multi-scale topology optimization. - Minsik Seo; Seungjae Min (Adv. Eng. Softw., 2022)

Graph neural networks and implicit neural representation for near-optimal topology prediction over irregular design domains. - Minsik Seo; Seungjae Min (Eng. Appl. Artif. Intell., 2023)

Decoupled Dynamics Framework with Neural Fields for 3D Spatio-temporal Prediction of Vehicle Collisions. - Sanghyuk Kim; Minsik Seo; Namwoo Kang (CoRR, 2025)