발행물

전체 논문

130

11

Sensor-Guided Physics‑Aware Recurrent Convolutional Neural Networks for Real-Time Full‑Field Prediction of Multiphase Compressible Fluid Flows
Jeong-Hoon Park, Hong-Kyun Noh, Jae Hyuk Lim*
1970

12

Development and Calibration of a Beam-Type Reduced-Order Model for Launch Vehicle Structural Dynamics
Jeong-Hoon Park*, Seong Ah Jeong*, Su-Jang Jo(KARI), Yongkyu Park(KARI)*, Jae Hyuk Lim*
1970

13

Prediction and Validation of Strongly Nonlinear Time Series Data for Flexible Structures Using Fixed-Time Increment-Based Deep Neural Networks.
Jeong-Hoon Park, Hong-Kyun Noh, Jae Hyuk Lim*
1970

14

Sensor-Guided Real-Time Physics-Informed Estimation of Beam and Plate Vibrations Using Sparse Observations Using Higher-Order Time Integration
Hong-Kyun Noh, Jeong-Hoon Park, Seungchul Lee(KAIST)*, Jae Hyuk Lim*
1970

15

Data-driven finite element model updating for structural dynamics problems.
Seong Ah Jeong**, Hong-Kyun Noh**, Jae Hyuk Lim*
1970

16

Multi-scale modeling of complex mesh structure under tension considering elasto-plasticity
Il-Joon Hwang, Jeong-Hoon Park, Tae-Yong Park (STEPLab), Hyung-Woong Oh*(KAU), Jae Hyuk Lim*
1970

17

Sensor-Guided Physics-Informed Real-Time Reconstruction of Nonlinear Transient Solution Fields Using Higher-Order Time Integration
Hong-Kyun Noh, Jeong-Hoon Park, Min-Seok Choi (POSTECH)*, Jae Hyuk Lim*
1970

18

A theoretical, experimental, and numerical investigation on the dynamic deployment stability of bistable composite tape springs
Jeong-Hoon Park**, Young-Bae Kim**, GeunSung Jeong*, Jae Hyuk Lim*
Composite Structures, 2025

19

Physics-Informed Neural Network-Based Discovery of Hyperelastic Constitutive Models from Extremely Scarce Data
Hyeonbin Moon(KAIST), Donggeun Park(KAIST), Hanbin Cho(KAIST), Hong-Kyun Noh, Jae Hyuk Lim*, Seunghwa Ryu (KAIST)*
Computer Methods in Applied Mechanics and Engineering, 2025

20

Real-time full-field estimation of transient responses in time-dependent partial differential equations using causal physics-informed neural networks with sparse measurements
Hong-Kyun Noh, Minseok Choi (POSTECH), Jae Hyuk Lim*
Engineering Analysis with Boundary Elements, 2025.10