Department of Applied Artificial Intelligence, Seoul National University of Science and Technology
Office: Rm. 407, Sangsang Hall, SeoulTech, 232 Gongneung-ro, Nowon-gu, Seoul, 01811, Korea
Tel: +82-2-970-9779
E-mail: bskim@seoultech.ac.kr
Byeong Soo Kim is currently an Assistant Professor of Department of Applied Artificial Intelligence at Seoul National University of Science and Technology (SeoulTech). He received his B.S, M.S. and Ph.D. Degrees from the Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea, in 2010, 2012 and 2018, respectively. Before joining the faculty at SeoulTech in 2022, he worked as a Staff Engineer at Samsung Electronics from 2018 to 2020, then as an Assistant Professor in the School of Software Convergence at Myongji University from 2020 to 2022. His research focuses on digital twin, data-driven modeling, modeling & simulation of discrete event systems, convergence of artificial intelligence & simulation, and smart manufacturing. He is also interested in convergence research of various ICTs in the era of the fourth industrial revolution..
Ph.D. in Electrical Engineering, KAIST, 2012 ~ 2018 (Advisor: Tag Gon Kim)
M.S. in Electrical Engineering, KAIST, 2010 ~ 2012 (Advisor: Tag Gon Kim)
B.S. in Electrical Engineering, KAIST, 2006 ~ 2010
Daejeon Science High School, 2004 ~ 2006
Assistant Professor, Department of Applied Artificial Intelligence, SeoulTech, 2022 ~ Current
Assistant Professor, School of Software Convergence, Myongji University, 2020 ~ 2022
Staff Engineer, Software Technology Part, Global Technology Center (GTC), Samsung Electronics, 2018 ~ 2020
Research Assistant, Department of Electrical Engineering, KAIST, 2012 ~ 2018
Seon Han Choi and Byeong Soo Kim*. "Dynamic Pareto Ranking Identification for Multi-objective Genetic Algorithm in Noisy Environment" IEEE Transactions on Evolutionary Computation, Writing (SCI(E))
Byeong Soo Kim, Yooeui Jin, and Seon Han Choi*. "An Intelligent Factory Layout Design Framework through the Collaboration of Optimization, Simulation, and Machine Learning" IEEE Transactions on Industrial Informatics, Under Review (SCI(E))
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 (SCI(E))
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 (SCI(E))
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 (SCI(E))
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 (SCI(E))
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 (SCI(E))
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 (SCI(E))
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 (SCI(E))
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))
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 (SCOPUS)
(*corresponding author)
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
Course 'Mathematics and science behind Artificial Intelligence' at SeoulTech, 2022 ~ Current
Course 'Procedural Programming' at Myongji University, Spring 2022
Course 'Artificial Intelligence I & II' at Myongji University, 2021 ~ 2022
Course 'Programming Languages / Compiler' at Myongji University, Fall 2021
Course 'Introduction to Statistics' at Myongji University, 2020 ~ 2021
Course 'Machine Learning' at Myongji University, Fall 2020
Course 'Discrete Event System Modeling and Simulation' at KAIST, Fall 2017
Course 'Modeling and Simulation Short-term Lecture' at KAIST, Summer, 2014 ~ 2017
1st Annual Best Paper of the Year from The Society for Modeling and Simulation International(SCS), Apr 2019
Paper Title: "Data Modeling versus Simulation Modeling in the Big Data Era: Case Study of a Greenhouse Control System"
Authors: Byeong Soo Kim, Bong Gu Kang, Seon Han Choi, Tag Gon Kim