Seongji Han

A DNN-based data-driven modeling employing coarse sample data for real-time flexible multibody dynamics simulations

Seongji Han, HeeSun Choi, Juhwan Choi et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 55 citations

Engineering, Computational Engineering, Mechanical Engineering +16

Variable-stiffness–morphing wheel inspired by the surface tension of a liquid droplet

Jae-Young Lee, Jae-Young Lee, Seongji Han et al. · Science Robotics · 2024 · 26 citations · Full text

Engineering, Mechanical Engineering, Robotics Engineering +15

Data-driven friction force prediction model for hydraulic actuators using deep neural networks

Seongji Han, Grzegorz Orzechowski, Jin‐Gyun Kim et al. · Mechanism and Machine Theory · 2023 · 25 citations · Full text

Engineering, Computer Science, Hydraulic Engineering +15

An efficient fixed-time increment-based data-driven simulation for general multibody dynamics using deep neural networks

Myeong‐Seok Go, Seongji Han, Jae Hyuk Lim et al. · Engineering With Computers · 2023 · 14 citations

Engineering, Computational Engineering, Mechanical Engineering +14