발행물

전체 논문

40

1

Uncovering the Relationship between Traffic and Emission using Machine Learning: Case Study of Jakarta (Under review)
Fauzi Dwi Setiawan, Rizqon Fajar, Junghyun Kim (Corresponding author)
Transportation Planning and Technology, 2025

2

Development of Decision Support Systems for RAM Operations in South Korea (Under review)
Junghyun Kim, Hahyeon Moon
AIAA Journal of Aerospace Information and Systems, 2025

3

What-if Scenario Analysis of Gimpo International Airport using AEDT-based Simulation Model (Under review)
Junghyun Kim, Myeongju Lim, Hyunsoo Cho
AIAA Journal of Air Transportation, 2025

4

Development of AEDT-based Simulation Model for Noise Analysis at Gimpo International Airport (Under review)
Myeongju Lim, Hyunsoo Cho, Junghyun Kim (Corresponding author)
American Institute of Aeronautics and Astronautics (AIAA) Aviation, 2025

5

Machine Learning-based Regression Modeling Approach to Predict the Carbon Content in Molten Steel of EAF (Under review)
Hyukjun Ha, Donghyeon Shin, Daegun Jeon, Jungwoo Kim, Kyoungje Cho, Kwon-Yeong Lee, Junghyun Kim (Corresponding author)
Steel Research International, 2025

6

Development of Decision Support Systems for Water Pipe Leakage Management (Under review)
Junghyun Kim, Rubiga Kim, Seonu Kim, Misun Kang, Kwang-Ju Kim
ETRI Journal, 2025

7

Maintenance Work Order Assignment Optimization using Operation & Maintenance Data: Georgia Tech Campus Case Studies (Under review)
Sungil Hong, Eunhwa Yang, Junghyun Kim (Corresponding author)
Building Service Engineering Research and Technology​, 2025

8

Multi-Objective Decision Making System for Truck Route Planning (Under review)
Joel Shin, Seulki Kim, Junseok Seo, Seonyoung Park, Seokbum Jang, Junghyun Kim (Corresponding author)
RAIRO Operations Research, 2025

9

Machine Learning-Driven Surrogate Modeling for Optimization of Triboelectric Nanogenerator Design Parameters
Mohammad Abrar Uddin, Myeongju Lim, Rubiga Kim, Barrett London Burgess, Ken Roberts, Junghyun Kim (Co-corresponding author), Taeil Kim
Advanced Electronic Materials, 2025

10

Data-Driven Approach Toward Vertiport Placement for UAM Operations: Case Studies in South Korea
Shinkook Cha, Juchan Lee, Chungho Park, Yujin Kim, Youngjae Lee, Junghyun Kim (Corresponding author)
American Institute of Aeronautics and Astronautics (AIAA) SciTech​, 2025