Improved Extrapolation Performance via Manifold Representation and Data Augmentation for Data-Driven Reduced-Order Model
Cheon, S., Kim, H., Ryu, S., Lee, H., and Cho, H.*
Multiscale Science and Engineering, 2025
2
Data-driven Full-field Prediction of Rotorcraft Fuselage using Measurable Acceleration Response
Kim, H., Kim, H., Jeong, I., Kang, W.-R., Lee, H., and Cho, H.*
AIAA Journal, 2025
3
Numerical Study on Ejection and Deployment of Space Net
Song, D., Kim, H., Cho, H.*, and Park, J.-S.
International Journal of Aeronautical and Space Sciences, 2024
4
Development of nonlinear flat shell element with nonlinear thickness variation for highly flexible wind turbine blade
Moon, H., Cho, H.*, Theodossiades, S., Hajjej, A. Z., and Kim, T.*
Renewable Energy, 2024
5
Feasible Model-Order Reduction Approach for Analysis of Composite Rotor Blades based on Geometrically Exact Beam Formulation
Jeong, I., Cho, H.*, Kang, S.-H., and Kim, H.*
Aerospace Science and Technology, 2024
6
Comparative study on manifold learning approaches for parametric topology optimization problem via unsupervised deep learning
Cheon, S., and Cho, H.*
Optimization and Engineering, 2024
7
Parametric Model Order Reduction by Machine Learning for Fluid-structure Interaction Analysis
Lee, S., Jang, K., Lee, S., Cho, H., and Shin, S.J.*
Engineering with Computers, 2024
8
Data-driven Nonlinear Parametric Model Order Reduction Framework using Deep Hierarchical Variational Autoencoder
Lee, S., Lee, S., Jang, K., Cho, H., and Shin, S.J.*
Engineering with Computers, 2024
9
Absolute nodal coordinate formulation - multilevel finite element framework for the nonlinear multi-scale multibody dynamic analysis of composite structures
Kim, H., Cho, H., Jeong, I., Chung, H., Cho, M.*, and Shin, S. J.
Computers and Structures, 2023
10
Active Debris Removal Simulations Using Spider-Web Space-Nets for KITSAT-1 Satellite
Jang, M., Shin, H., Sim, C., Park, J.*, and Cho, H.
International Journal of Aeronautical and Space Sciences, 2023