Department of Accounting and Taxation
School of Management
Seoul
Korea, Republic of (South Korea)
Kyung Hee University
Composite neural network, data-driven modeling, Surrogate modeling, Impulsive dynamics, Nonlinear dynamics
Dynamic Substructuring, Frequency domain, Dual assembly, Lagrange multiplier, Hybrid method, Data-driven method
partitioned flexibility (PartFlex) method, flexibility-based equations of motion, partitioned displacement formulation, localized Lagrange multipliers
Hydraulic actuator, Friction force modeling, Data-driven surrogates, Deep neural networks
partitioned stiffness (PartStiff) method, partitioned flexibility (PartFlex) method, partitioned displacement formulation, flexibility-based equations of motion
Composite neural network, data-driven modeling, surrogate modeling, Impulsive dynamics, nonlinear dynamics
heat transfer, Digital twin, Optimal Sensor Placement, Denoising Autoencoder, Discrete Optimization, Noise Robustness
Integrated modular motor drive, Inverse heat conduction problem, Tikhonov regularization method, finite element method, Krylov subspace, Heat source estimation
Multibody dynamics (MBD), Data-driven modeling, Subsystem Synthesis Method (SSM), Real-time simulations, Deep neural networks (DNN)
Sensor Placement Optimization, Spatio-temporal Forecasting, Spatial Field Reconstruction, Digital Twin, Deep Learning
Thermal anomaly detection, finite element method, Sparse sensing, Real-time monitoring, Graph-based filtering, autoencoder
