default author photo

Seongji Han

Kyung Hee University

SCHOLARLY PAPERS

5

DOWNLOADS

347

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

cNN-DP: Composite Neural Network with Differential Propagation for Impulsive Nonlinear Dynamics

Number of pages: 22 Posted: 16 Dec 2022
Kyung Hee University, Kyung Hee University, Korea Atomic Energy Research Institute and Kyung Hee University
Downloads 120 (596,393)

Abstract:

Loading...

Composite neural network, data-driven modeling, Surrogate modeling, Impulsive dynamics, Nonlinear dynamics

2.

Data-Driven Friction Force Prediction Model for Hydraulic Actuators Using Deep Neural Networks

Number of pages: 17 Posted: 28 Jun 2023
Kyung Hee University, LUT University, Kyung Hee University and LUT University
Downloads 99 (694,528)

Abstract:

Loading...

Hydraulic actuator, Friction force modeling, Data-driven surrogates, Deep neural networks

3.

Cnn-Dp: Composite Neural Network with Differential Propagation For Impulsive Nonlinear Dynamics

Number of pages: 22 Posted: 14 Feb 2023
Kyung Hee University, Kyung Hee University, Korea Atomic Energy Research Institute and Kyung Hee University
Downloads 62 (951,658)

Abstract:

Loading...

Composite neural network, data-driven modeling, surrogate modeling, Impulsive dynamics, nonlinear dynamics

4.

Data-driven subsystem synthesis method for multibody dynamics

Number of pages: 37 Posted: 01 Apr 2026
Kyung Hee University, Kyung Hee University, Kyung Hee University and Chungnam National University
Downloads 33 (1,385,945)

Abstract:

Loading...

Multibody dynamics (MBD), Data-driven modeling, Subsystem Synthesis Method (SSM), Real-time simulations, Deep neural networks (DNN)

5.

Physically Informed Input Design for Neural Friction Models in Mechanical Simulations

Number of pages: 20 Posted: 18 Feb 2026
LUT University, Kyung Hee University, Warsaw University of Technology, LUT University and LUT University
Downloads 33 (1,372,601)

Abstract:

Loading...

Friction modeling, neural networks, data-driven modeling