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Hee-Sun Choi
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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
A study of wave trapping between two obstacles in the forced Korteweg–de Vries equation
H Kim, H Choi
Journal of Engineering Mathematics 108, 197-208, 2018
202018
Statistical analysis for transmission error of gear system with mechanical and thermal deformation uncertainties
JH Lee, HS Choi, JH Sohn, GH Lee, DI Park, JG Kim
Applied Sciences 11 (14), 6582, 2021
72021
Relaxation model for the p-Laplacian problem with stiffness
H Choi, H Kim, M Laforest
Journal of Computational and Applied Mathematics 344, 173-189, 2018
52018
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
Acceleration of uncertainty propagation through Lagrange multipliers in partitioned stochastic method
HS Choi, JG Kim, A Doostan, KC Park
Computer Methods in Applied Mechanics and Engineering 362, 112837, 2020
22020
The hyperbolic relaxation systems for the forced KdV equations with hydraulic falls
H Choi, H Kim
European Journal of Mechanics-B/Fluids 58, 20-28, 2016
22016
Dynamic graph-based convergence acceleration for topology optimization in unstructured meshes
Y Joo, H Choi, GE Jeong, Y Yu
Engineering Applications of Artificial Intelligence 132, 107916, 2024
2024
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
Analysis of multibody dynamics under uncertainty using Time-dependent polynomial chaos
SH Han, HS Choi, HJ Lee, SH Jeong, JH Choi, JG Kim
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Articles 1–11