PUBLICATIONS

International Journals

Publications Since Joining SeoulTech (2022–Present) 

• [교신] Ye Ji Choi, Shin Woong Sung and Byeong Soo Kim*. "Layout-Aware Generative Simulation for Joint Capacity–Fleet Sizing of Multiple-Load Mobile Robots", In Preparation

• [공동교신] Kyu-Yeon Kim, Byeong Soo Kim*, and Seon Han Choi*, "DEVS-Coordinated Co-Simulation of Smart Manufacturing Systems: Integrating Equipment Physics and Communication Networks via FMI and HLA", In Preparation

• [공동교신] Changbeom Choi, Byeong Soo Kim*, and Seon Han Choi*, "Practical Constrained Pareto Set Identification for Multiobjective Stochastic Simulation Models", European Journal of Operational Research, Under Review

• [교신] Ye Chan Kim and Byeong Soo Kim*. "Validation-Governed Control of LLM-Generated Robot Plans for Manufacturing Workcells" Computers and Industrial Engineering, Under Review

• [교신] Hyunseo Cho, Ye Ji Choi, and Byeong Soo Kim*. "From Natural Language to Assured Discrete-Event Simulation Models: An Artifact-Driven Framework for Formal Model Synthesis " Engineering Applications of Artificial Intelligence, Under Review

• [교신] Min Ju Hong and Byeong Soo Kim*. "Uncertainty-Aware Spatiotemporal Risk Assessment Framework for Urban Intersections via Interval Prediction and Composite Event Modeling" IEEE Transactions on Intelligent Transportation Systems, Under Review

• [제1] Byeong Soo Kim and Seon Han Choi*. "Pareto Ranking Identification for Multi-objective Stochastic Simulation Model" Computers & Operations Research, Under Review

• [교신] Min Ju Hong and Byeong Soo Kim*. "Uncertainty-Aware Future Trajectory Prediction and Collision Risk Assessment for Moving Objects in Industrial Workspaces" Journal of Intelligent Manufacturing, Accepted (SCIE, IF=7.7)

• [단독] Byeong Soo Kim*. "Digital Twin Modelling via Integration of Simulation and Data-Driven Methods" International Journal of Simulation Modelling, Vol. 25, No. 1, pp. 87-98, Mar 2026 (SCIE, IF=2.5)

• [교신] Ye Ji Choi and Byeong Soo Kim*. "User-Friendly Assembly Line Optimization: A Hierarchical Approach Combining Simulation-Evaluated Heuristics and Reinforcement Learning" Journal of Computational Design and Engineering, Vol.13, No.3, pp. 23-45, Mar 2026 (SCIE, IF=6.8)

• [교신] Ye Ji Choi and Byeong Soo Kim*. "Integrating Simulation and Deep Reinforcement Learning for Multi-Objective Assembly Line Design" Journal of Intelligent Manufacturing, p. 22, Dec 2025 (SCIE, IF=7.4)

• [교신] Seon Han Choi and Byeong Soo Kim*. "Intelligent Factory Layout Design Framework through Collaboration between Optimization, Simulation, and Digital Twin" Journal of Intelligent Manufacturing, Vol. 36, No. 3, pp. 1547-1561, Mar 2025 (SCIE, IF=8.3) 

• [교신] Bong Gu Kang and Byeong Soo Kim*. "Attachable IoT-Based Digital Twin Framework Specialized for SME Production Lines" International Journal of Simulation Modelling, Vol. 23, No. 3, Sep 2024 (SCIE, IF=2.6)

• [교신] Bong Gu Kang and Byeong Soo Kim*. "A Study on Cognitive Error Validation for LED In-ground Traffic Lights using a Digital Twin and Virtual Environment" Mathematics, Vol. 11, No. 17, p. 3780, Sep 2023 (SCIE, IF=2.2)

• [교신] Dong-Chul Lee, Kyung-Min Seo, Hee-Mun Park, and Byeong Soo Kim*. "Simulation Testing of Maritime Cyber-Physical Systems: Application of Model-View-ViewModel Pattern" Complexity, Vol. 2022, p. 14, Jan 2022 (SCIE, IF=2.3)

Earlier Publications (Through 2021) 

• Byeong Soo Kim, Tag Gon Kim, and Seon Han Choi*. "CoDEVS: An Extension of DEVS for Integration of Simulation and Machine Learning" International Journal of Simulation Modelling, Vol. 20, No. 4, pp. 661-671, Dec 2021

• Seon Han Choi and Byeong Soo Kim*. "A Robust Method for Identifying the Best and Worst Subsets in Stochastic Simulation" International Journal of Simulation Modelling, Vol. 20, No. 3, pp. 477-488, Sep 2021

• Byeong Soo Kim, Seunghoon Nam, Yooeui Jin, and Kyung-Min Seo*. "Simulation Framework for Cyber-Physical Production System: Applying Concept of LVC Interoperation" Complexity, Vol. 2020, p. 11, Oct 2020

• Byeong Soo Kim* and Tag Gon Kim. "Modeling and Simulation using Artificial Neural Network Embedded Cellular Automata" IEEE Access, Vol. 8, No. 1, pp. 24056-24061, Jan 2020

• Byeong Soo Kim*, Yooeui Jin, and Seunghoon Nam. "An Integrative User-Level Customized Modeling and Simulation Environment for Smart Manufacturing" IEEE Access, Vol. 7, No. 1, pp. 186637-186645, Dec 2019

• Byeong Soo Kim* and Tag Gon Kim. "Cooperation of Simulation and Data Model for Performance Analysis of Complex Systems" International Journal of Simulation Modelling, Vol. 18, No. 4, pp. 608-619, Dec 2019

• Byeong Soo Kim*, Bong Gu Kang, Seon Han Choi, and Tag Gon Kim. "Data Modeling versus Simulation Modeling in the Big Data Era: Case Study of a Greenhouse Control System" SIMULATION: Transaction of The Society for Modeling and Simulation International, Vol. 93, No. 7, pp. 579-594, Jul 2017
  (1st Annual Best Paper of the Year from The Society for Modeling and Simulation International(SCS), Apr 2019)

• Byeong Soo Kim, Tag Gon Kim, and Hae Sang Song*. "Parallel and Distributed Framework for Standalone Monte Carlo Simulation using MapReduce" Indian Journal of Science and Technology, Vol. 8, No. 25, pp. 1-8, Oct 2015

International Conferences

• Hyunseo Cho, Ye Chan Kim, and Byeong Soo Kim, "Blueprint-Guided Natural-Language-to-DEVS Synthesis with Readiness Assessment", Asia Simulation Conference 2026 (AsiaSim'26), Oct 2026

• Byeong Soo Kim, and Seonyoung Park, "Synergistic Use of Multi-satellite Data to Detect Small Forest Fires", 2023 Symposium of the International Association of Geo-informatics (IAG'i'), Oct 2023

• Byeong Soo Kim, Bong Gu Kang, Taehoon Kim, and Jungmin Yun, "Attachable IoT-based Digital Twin Construction for Facial Mask Production Line", Annual Modeling and Simulation Conference (AnnSim'23), May 2023

• Byeong Soo Kim and Tag Gon Kim. "Cooperation between Data Modeling and Simulation Modeling for Performance Analysis of Hadoop" Summer Simulation Multiconference  (SummerSim'17), Jul 2017

• Byeong Soo Kim, Bong Gu Kang, Tag Gon Kim, and Hae Sang Song. "Greenhouse Modeling and Simulation Framework for Extracting Optimal Control Parameters" European Conference on Modeling & Simulation 2016 (ECMS'16), May 2016

• Bong Gu Kang, Byeong Soo Kim, and Tag Gon Kim. "Abstraction on Network Model under Interoperable Simulation Environment" European Conference on Modeling & Simulation 2016 (ECMS'16), May 2016

• Byeong Soo Kim, Sun Ju Lee, Tag Gon Kim, and Hae Sang Song. "MapReduce Based Experimental Frame for Parallel and Distributed Simulation Using Hadoop Platform" European Conference on Modeling & Simulation 2014 (ECMS'14), May 2014

• Byeong Soo Kim, Chang Beom Choi, and Tag Gon Kim. "Multifaceted Modeling Simulation Framework for System of Systems using HLA/RTI" Spring Simulation Multiconference 2013 (SpringSim'13), Apr 2013

• Se Jung Kwon, Kyung Min Seo, Byeong Soo Kim, and Tag Gon Kim. "Effectiveness Analysis of Anti-torpedo Warfare Simulation for Evaluating Mix Strategies of Decoys and Jammers" Asia Simulation Conference 2011 (AsiaSim'11), Nov 2011

Domestic Journals

• 조현서, 홍민주, 김병수*. "단일 RGB 영상을 이용한 VP 기반 3D 인체 자세 보정 및 디지털 트윈 매핑 프레임워크", 한국정밀공학회지, Vol. 43, No. 6, pp. 589-595, Jun 2026.

• 김예찬, 홍민주, 유호상, 김병수*. "포즈, 깊이, 객체 인식의 융합을 통한 단일 RGB 카메라 기반 충돌 감지 프레임워크", 정보처리학회 논문지, Vol. 15, No. 2, pp. 160-168, Feb 2026.

• 홍민주, 김병수*. "궤적 불확실성을 반영한 딥러닝 모델 기반 복합 이벤트 교차로 위험 예측 및 핫스팟 시각화 기법에 관한 연구", 정보처리학회 논문지, Vol. 14, No. 10, pp. 838-849, Oct 2025.

• 홍민주, 김병수*. "경로 불확실성을 고려한 딥러닝 기반 작업자 간 충돌 위험 예측", 한국CDE학회 논문집, Vol. 30, No. 2, pp. 160-171, Jun 2025.

• 최예지, 김민성, 김병수*. "딥강화학습과 시뮬레이션을 활용한 제조 레이아웃의 물리적 배치 최적화", 한국정밀공학회지, Vol. 42, No. 3, pp. 253-261, Mar 2025.

• 강봉구, 서경민, 김병수, 김탁곤*. "머신 러닝 기반의 C2 시스템 추상화를 통한 C3 복합체계에서의 시뮬레이션 기반 통신 시스템 분석", 한국시뮬레이션학회 논문지, Vol. 27, No. 1, pp. 61-73, Mar 2018

• 김병수, 강봉구, 김탁곤, 송해상*. "DEVS 형식론 기반의 재겨냥성 하둡 시뮬레이션 환경 개발", 한국시뮬레이션학회 논문지, Vol. 26, No. 4, pp. 51-61, Dec 2017

• 김병수, 김탁곤*. "IEEE 1516 HLA/RTI를 이용한 복합 시스템의 다측면적인 모델링 방법론", 한국시뮬레이션학회 논문지, Vol. 26, No. 2, pp. 19-29, Jun 2017

• 배장원, 강봉구, 김병수, 성창호, 김탁곤*, 안명길, 이상일. "통신 효과를 반영한 네트워크 중심전의 전투 효과도 분석 방법", 한국시뮬레이션학회 논문지, Vol. 21, No. 3, pp. 57-69, Sep 2012

• 강봉구, 김병수, 배장원, 성창호, 김탁곤*, 안명길, 천재영.  "NCW 통신 체계의 전투 효과도 분석을 위한 NetSPIN 통신 모델과 워게임 모델의 시뮬레이션 연동", 한국시뮬레이션학회 논문지, Vol. 21, No. 3, pp. 43-55, Sep 2012

Domestic Conferences

Patents