Education

• Combined M.D. and Ph.D. Candidate (Feb.2021~) 

Pohang University of Science and Technology (POSTECH), Division of Environmental Science & Engineering 

Advisor: Jonghun Kam (jhkam@postech.ac.kr)

Thesis: AI-based Risk Assessment of Surface and Sub-Surface Water Resources in South Korea 

GPA: 3.77 / 4.3

• B.S. (Mar. 2016 ~ Feb. 2021 ) 

Dong-eui University, Department of Environment Engineering (Mar. 2016 ~ Feb. 2021 )

GPA: 4.28 / 4.5

 Publications

Eunmi Lee, Jonghun Kam, "Deciphering the black box of deep learning for multi-purpose dam operation modeling via explainability scenarios", JOURNAL OF HYDROLOGY (Top 5% of SCIE journal in Water Resources), (November 2023)

 Research Interest

AI-based Risk Assessment of Surface and Sub-Surface Water Resources

• Water Resource Management and Policy Deep Learning For Dam Operation Modeling Via Explainable Scenarios Machine

• Learning-Based AHP Approach For Flood Risk and Uncertainty Assessment 

• Internet Search Volume Data-Based Flood Vulnerability Assessment Of Public Interest 

• Rainfall-Induced Groundwater Dynamics And AI Model-Based Prediction Of Groundwater Level

• Water Conservation Patterns In Drought

Conferences

• Eunmi Lee, Jonghun Kam, Younguk Yu, Younghun Jeong, "Random Forest-Analytic Hierarchy Process (AHP) Based Approach for Flood Risk and Uncertainty Assessment over the Korean Peninsula", The 2024 Korean Water Resources Association Conference, Jeju, Korea (May. 2024) - Oral 

• Eunmi Lee, Jonghun Kam, "Opening the black box of artificial intelligent for multi-purpose dam operation modeling: A case study of Seomjin River, South Korea", 2023 AGU, San Francisco, United States (Dec. 2023) - eLightning Session

• Eunmi Lee, Jonghun Kam, "Utility of deep learning model in hydrologic forecasting water level of dams : A case study of Seomjin River", The 2023 Korean Water Resources Association Conference, Gangwon-do, Korea (May. 2023) - Oral

• Eunmi Lee, Jonghun Kam, Younghoon Young, Younguk Yu, "Regional Flood Awareness Vulnerability Based on NAVER DATA LAB", The 2023 Korean Water Resources Association Conference, Gangwon-do, Korea (May. 2023) - Oral

• Eunmi Lee, Jonghun Kam, "Utility of deep learning model for hydrologic forecasting over Seonjin River dam", The 2022 Korean Water Resources Association Conference, Busan, Korea (May. 2022) - Poster

• Eunmi Lee, Jonghun Kam, "Utility of deep learning model in hydrologic forecasting over a dam affected river basin: A case study of Seomjin River", 17th World Water Congress(WWC), Daegu, Korea (Nov. 2021) - Poster

Awards, Scholarship, and Honors

• 2024 National Resaerch Foundation of Korea PhD Research Fellowship Program (Two-year research fundin, National Resaerch Foundation of Korea, Korea (Sep. 2024)

• HYUNDAI MOTOR Chung Mong-Koo Foundation Scholarship (A full tuition fee, 2.4 million per semester, HYUNDAI MOTOR Chung Mong-Koo Foundation, Korea (Jul. 2024)

• Outstanding Presentation Award (Oral), The 2024 Korean Water Resources Association Conference, Korea (May. 2024)

• Outstanding Presentation Award (Poster), The 2022 Korean Water Resources Association Conference, Korea (May. 2022)

• WooDeok Scholarship (12,000,000 KRW/US$ 8,900, withdrawal after the first semester), WooDeok Scholarship Foundation, Korea (Apr. 2024 ~ Dec. 2024)

• 2023 POSTECHians Scholarship (3,000,000 won (US$ 2,300)), POSTECHians Foundation, Korea (Oct. 2023)

• Grand Prize Winner (1st Place Award, 3,000,000 won (US$ 2,300)), 2022 Solar Power Generation Forecas, POSTECH, OIBC CHALLENGE, Korea (Dec. 2022)

• 1st Place Best Presentation Award in 'Engineered World', Engineering Certification Center, Pusan National University, Korea (Dec. 2017)

• Best Student Volunteer Group Award (Environmental Education), Ministry of Education, Korea Foundation for Science and Creativity, Korea (Dec. 2017)

• 1st Place Best Portfolio, Dong-eui University, Korea (Dec. 2018)

• Best Student Volunteer Group Award (Environmental Education), Ministry of Education, Korea Foundation for Science and Creativity, Korea (Dec. 2017)

 Non-Academic Experiences 

• 18th Student Reporter, Ministry of Environment, Korea / Covering and writing articles on environmental policy areas (Feb. 2022 ~ Dec. 2022) 

• Mentoring Program, Korea Water Resources Association, Korea / Mentoring from Water Resources Researchers in KICT (Jul. 2021 ~ Sep. 2021) 

• Water industry project manager expert training course, Korea Water and Wastewater Works Association (July. 2020 ~ Nov. 2020) 

• 16th Student Reporter, Ministry of Environment, Korea / Covering and writing articles on environmental policy areas (Feb. 2020 ~ Dec. 2020) 

• Happy Move Global Volunteer Group, Hyundai Motors, India / Environmental Improvement and Maintenance in Chennai (Jan. 2019 ~ Jan. 2019) 

• 14th Student Reporter, Ministry of Environment, Korea / Covering and writing articles on environmental policy areas (Mar. 2018 ~ Dec. 2018) 

• IoT Development Project, Qualcomm Institute, University of California San Diego (UCSD), United States / Participation in IoT Technology training and app development using Air Quality Measurement Sensors (Jul. 2018 ~ Aug. 2018) 

• Child Education Service, Local children's center in Busan, Korea / Child education mentor (Mar. 2017 ~ Dec. 2018) 

• 13th Student Reporter, Ministry of Environment, Korea / Covering and writing articles on environmental policy areas (Jan. 2017 ~ Dec. 2017) 

• Engineered Word Contest, Engineering Certification Center, Pusan National University, Korea / Engineering Exploration and Presentation (Topic: Water Circulation in Response to Climate Change) (Jul. 2017 ~ Sep. 2017) 

• Child Education Service, Hyundai Group, Korea / Group leader, Planning and education of environmental education programs for elementary school stud (Jul. 2017 ~ Aug. 2017) 

• Supporters, Korea Environment Corporation, Korea / Environmental campaigns, Creating environmental contents (Dec. 2016 ~ Sep. 2017) 

• United Nations Environment Program for College Student', UNEP, Korea / Group Leader, Planning and Operation (Mar. 2016 ~ Dec. 2016)