Research Interests
- Methodology
Simulation based optimization
Dynamic Probabilistic System
- Applications
Predictive Analytics for Prevention Service
Healthcare delivery system
Grants and Awards
- Research professorship, Youngstown State University, 2022, 2023.
- Provost research award, Detecting hidden characteristics of patients administered or prescribed opioids in emergency departments, University of Miami, 2021.
- Co-PI (independent contract), Smart maritime accelerator center, Ulsan National Institute of Science and Technology (UNIST) & Ulsan Port Authority (UPA), Republic of Korea, 2019.
- PI (independent contract), Real-time data collection and analysis system management, Johns Hopkins University Preventive Intervention Research Center (JHU PIRC), 2020.
- SME Journal Award - Outstanding reviewer award for the Journal of Manufacturing Systems by Society of Manufacturing Engineers, 2018.
- Scholarship for international collaborative research - Construction of multi-product dynamic flexible production scheduling algorithm applying deep reinforcement learning corresponding to uncertainty, Yonsei University, South Korea, 2018.
- PI, Unified Dynamic Control for Energy-Aware Electrical Vehicle Operations, granted by TOYOTA MATERIAL HANDLING NORTH AMERICA (TMHNA), 2018. News link>>
- PI, Development of Integrated Decision-Making Framework and Software for Crowdsourced Parcel Delivery Service with Load Packing Optimization, granted by LOGEN SOLUTIONS USA and FIAT-CHRYSLER AUTOMOBILES (FCA) USA, 2017.
- PI, Investigation of the Lower Extremity Static Postures Predicting Valgus Collapse during Landing in Korean Male and Female, funded by Yonsei Institute of Sports Science and Exercise Medicine (YISSEM), South Korea, 2016.
- PI, An Evaluation of an Integrated Approach to Prevention & Early Intervention in Elementary School, funded by Johns Hopkins University Preventive Intervention Research Center (JHU PIRC), Johns Hopkins University, Bloomberg School of Public Health.
- PI, Predictive analytics for prevention services, funded by Johns Hopkins University Preventive Intervention Research Center (JHU PIRC), Johns Hopkins University, Bloomberg School of Public Health.
- Post-Doctoral Fellowships - Penn State University, Department of Industrial and Manufacturing engineering, 2014.
- Integrated data system for prevention research, funded by Prevention Research Center at Penn State and the Center for Prevention and Early Intervention at Johns Hopkins University, 2008 ~ 2011.