PUBLICATIONS

International Journals (*corresponding author)

• Byeong Soo Kim and Seon Han Choi*. "Pareto Ranking Identification for Multi-objective Stochastic Simulation Model" IEEE Transactions on Systems, Man, and Cybernetics, Under Review

• Seon Han Choi and Byeong Soo Kim*. "Digital-Twin Modeling Methods through Collaboration of Simulation Modeling and Data Modeling: The Case of Smart Farms" Simulation Modelling Practice and Theory, Under Review

• Bong Gu Kang and Byeong Soo Kim*. "Attachable IoT-based Digital Twin Development Platform Specialized for SME Production Lines", International Journal of Simulation Modelling, Vol. 23, No. 3, Sep 2024

• Seon Han Choi and Byeong Soo Kim*. "An Intelligent Factory Layout Design Framework through the Collaboration of Optimization, Simulation, and Digital Twin" Journal of Intelligent Manufacturing, Vol. 2024, p. 15, Feb 2024

• 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

• 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

• Byeong Soo Kim, Tag Gon Kim, and Seon Han Choi*. "CoDEVS: An Extension of DEVS Formalism 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 (SCI(E))
  (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

• Byeong Soo Kim and Tag Gon Kim. "Cooperation between Data Modeling and Simulation Modeling for Performance Analysis of Hadoop" International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS'17), Oral presentation, 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 (ECMS'16), Oral presentation, 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 (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 (ECMS'14), Oral presentation, 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 (SpringSim'13), Oral presentation, 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 (AsiaSim'11), Nov 2011

Domestic Journals

Domestic Conferences

Patents