발행물

전체 논문

40

11

What-if Scenario Analysis of Regional Air Mobility Operations in South Korea
Juchan Lee, Seulki Kim, Sumin Ahn, Junghyun Kim (Corresponding author)
International Council of the Aeronautical Sciences (ICAS), 2024

12

Development of Decision Support Systems for RAM Operations in South Korea: Dynamic Corridor Network Generation
Hahyeon Moon, Jungha Park, Junghyun Kim (Corresponding author)
American Institute of Aeronautics and Astronautics (AIAA) Aviation, 2024

13

Data-Driven Approach using Supervised Learning for Predicting Endpoint Temperature of Molten Steel in the Electric Arc Furnace
Yeongwon Song, Hyukjun Ha, Wongu Lee, Kwonyoung Lee, Junghyun Kim (Corresponding author)
Steel Research International, 2023

14

Data-Driven Approach Toward Airspace Design for Regional Air Mobility Operations in Korea
Junghyun Kim, Seulki Kim
AIAA Journal of Aerospace Information and Systems, 2023

15

Flight Data Clustering for Offline Evaluation of Real-Time Trajectory Optimization Framework
Junghyun Kim, Dimitri Mavris
Decision Analytics, 2023

16

Surrogate-based Optimization Approach for Capacitated Hub Location Problem with Uncertainty
Junghyun Kim, Changyun Chung
Cogent Engineering, 2023

17

Data-Driven Approach using Unsupervised Learning for Detecting Anomalies in Facility Operations
Eunbi Cho, Sungil Hong, Hyeseo Yoon, Eunsung Cho, Jinho Shim, Joohee Oh, Junghyun Kim (Corresponding author)
IEEE International Conference on Big Data, 2022

18

Automated Text Classification of Historical Maintenance Data of Higher Education Buildings using Text Mining and Machine Learning Techniques
Sungil Hong, Junghyun Kim (Corresponding author), Eunhwa Yang
ASCE Journal of Architectural Engineering, 2021

19

Unscented Kalman Filter-aided Long Short-Term Memory Approach for Wind Nowcasting
Junghyun Kim, Kyuman Lee
MDPI Aerospace - Special Issue in Application of Data Science to Aviation, 2021

20

Data-Driven Approach using Machine Learning for Real-Time Flight Path Optimization
Junghyun Kim, Simon Briceno, Cedric Justin, Dimitri Mavris
AIAA Journal of Aerospace Information and Systems, 2021