(심사중)
(Physics-informed Neural Networks, Artificial Intelligence, Digital Twin, and Heat Transfer, Thruster)
71. Seong Ah Jeong, Hong-Kyun Noh, Jeong-Hoon Kim(KARI), and Jae Hyuk Lim*
Sensor-Driven Physics-Informed Real-Time Estimation of Full-Field Temperature and Thrust in a Bipropellant Thruster, under review.
69. Jeong-Hoon Park, Hong-Kyun Noh, Jin-Hyung Park*, and Jae Hyuk Lim*
Physics-Informed Deep Learning Framework for Full-Field Reconstruction of Cracked Structures via Optimal Sparse Sensing , under review.
* Corresponding Authors
(Manuscripts in Preparation)
(International)
70. Jeong-Hoon Park*, Seong Ah Jeong*, Su-Jang Jo(KARI), Yongkyu Park(KARI)* and Jae Hyuk Lim*
Development and Calibration of a Beam-Type Reduced-Order Model for Launch Vehicle Structural Dynamics
** Two authors equally contributed to this work.
(Physics-informed Neural Networks, Artificial Intelligence, Digital Twin, and Fluid Mechanics)
72. Hong-Kyun Noh, Seungchul Lee(KAIST)* and Jae Hyuk Lim*
Sensor-Guided Physics‑informed Machine Learning for Real-Time Full‑Field Prediction of Fluid Flows
(International)
(Physics-informed Neural Networks, Artificial Intelligence, Foundation Model)
78. Hong-Kyun Noh, Jeong-Hoon Park, Seungchul Lee(KAIST)*, and Jae Hyuk Lim*
Generalized PINN-Based Foundation Model for Arbitrary-Shaped Beam and Plate Structures with Loading, Damping, and Variable Section Properties
77. Hong-Kyun Noh, Jeong-Hoon Park, Seungchul Lee(KAIST)*, and Jae Hyuk Lim*
Generalized PINN-Based Foundation Model for Arbitrary-Shaped Beam and Plate Structures with Loading, Damping, and Variable Section Properties
(Artificial Intelligence, Digital Twin, and Rotor Blade)
76. Hong-Kyun Noh, Jeong-Hoon Park, Taejoo Kim (KARI)*, and Jae Hyuk Lim*
Inverse Design of the Internal Structure of Composite Rotor Blades Using SHAP-Based Sensitivity Analysis with Explainable Artificial Intelligence
(Physics-informed Neural Networks, Artificial Intelligence, Digital Twin, and Fluid Mechanics)
75. Jeong-Hoon Park*, Seong Ah Jeong*, Su-Jang Jo(KARI), Yongkyu Park(KARI)* and Jae Hyuk Lim*
Development and Calibration of a Beam-Type Reduced-Order Model for Launch Vehicle Structural Dynamics
** Two authors equally contributed to this work.
( Artificial Intelligence)
74. Jeong-Hoon Park, Hong-Kyun Noh, and Jae Hyuk Lim*
Prediction and Validation of Strongly Nonlinear Time Series Data for Flexible Structures Using Fixed-Time Increment-Based Deep Neural Networks.
(Physics-informed Neural Networks, Artificial Intelligence, Digital Twin, and Mechanical Vibration)
73. Hong-Kyun Noh**, Jeong-Hoon Park**, Jung Woo Sohn(KMOU)*, and Jae Hyuk Lim*
"Experimental Demonstration and Validation of a PINN-Based Surrogate Model for Vibration Signal-Based Fault Diagnosis and Digital Twin"
** Two authors equally contributed to this work.