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Seongji Han
Seongji Han
Department of Mechatronics Engineering, Chungnam National University
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Data-driven simulation for general-purpose multibody dynamics using Deep Neural Networks
HS Choi, J An, S Han, JG Kim, JY Jung, J Choi, G Orzechowski, A Mikkola, ...
Multibody System Dynamics 51, 419-454, 2021
382021
A DNN-based data-driven modeling employing coarse sample data for real-time flexible multibody dynamics simulations
S Han, HS Choi, J Choi, JH Choi, JG Kim
Computer Methods in Applied Mechanics and Engineering 373, 113480, 2021
332021
Iterative coordinate reduction algorithm of flexible multibody dynamics using a posteriori eigenvalue error estimation
S Han, JG Kim, J Choi, JH Choi
Applied Sciences 10 (20), 7143, 2020
62020
An efficient fixed-time increment-based data-driven simulation for general multibody dynamics using deep neural networks
MS Go, S Han, JH Lim, JG Kim
Engineering with Computers, 1-19, 2023
52023
cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics
H Lee, S Han, HS Choi, JG Kim
Journal of Computational Physics 496, 112578, 2024
22024
Multi-body dynamics model for spent nuclear fuel transportation system under normal transport test conditions
S Han, GE Jeong, H Lee, WS Choi, JG Kim
Nuclear Engineering and Technology 55 (11), 4125-4133, 2023
22023
Data-driven friction force prediction model for hydraulic actuators using deep neural networks
S Han, G Orzechowski, JG Kim, A Mikkola
Mechanism and Machine Theory 192, 105545, 2024
12024
A DNN-based metamodeling techniques for real-time simulations of flexible multibody system dynamics
S Han, HS Choi, J Choi, JH Choi, JG Kim
Transactions of the Korean Society of Mechanical Engineers, A 45 (10), 853-861, 2021
12021
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´ëÇѱâ°èÇÐȸ ÃáÃßÇмú´ëȸ, 77-78, 2020
12020
SID-Net: Machine learning based system identificationframework for rigid and flexible multibody dynamics
SI Jang, S Han, JG Kim, J Choi, S Rhim, JH Choi
2023
Composite Neural Network Framework for Modeling Impulsive Nonlinear Dynamic Responses
H Lee, S Han, HS Choi, JG Kim
Society for Experimental Mechanics Annual Conference and Exposition, 165-168, 2023
2023
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2023
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2022
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2021
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2021
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2020
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2019
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2019
À¯¿¬ ´Ù¹°Ã¼ µ¿¿ªÇÐ Çؼ®À» À§ÇÑ ÀÚµ¿È­µÈ Ãà¼Ò¸ðµ¨¸µ ±â¹ý °³¹ß: Development of Automated Coordinate Reduction Technique for Flexible Multibody Dynamics
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