Embedded Files
Graduate Students
Juyeong Nam
M.S. Program(2024.03. - 2026.02.(expected))
Dept. of Urban Design and Studies, Chung-Ang University
Research Interests : Urban Growth Model, Spatial Analysis/Modeling, Deep Learning
Email : juyoung1198@cau.ac.kr
Degree
Dept. of Urban Engineering, Jeonbuk National University | Bachelor's degree (2024. 02.)
Fusion program for IAB (IoT, AI, Big data), Jeonbuk National University | Bachelor's degree (2024. 02.)
Publication
Nam, J., Lee, C. 2025. Forecasting Urban Expansion: A Dynamic Urban Growth Model Using DS-ConvLSTM to Simulate Multi-Land Regulation Scenario. Ecological Informatics, 88, 103136. (SCIE) DOI: https://doi.org/10.1016/j.ecoinf.2025.103136
Academic Activity
남주영・이창연, 2025. 딥러닝 기반 다중규모 도시성장모형 구축 및 용인시 2040년 도시성장예측: Multi-scale ConvLSTM과 시나리오 기법을 활용하여, 한국지역학회 & 한국도시부동산학회 공동 전기학술대회 (우수논문)
Nam, J. and Lee, C. 2025. Establishing a multi-scale urban growth model based on deep learning and forecasting 2040 urban growth in Yongin City: Using Multi-scale ConvLSTM and scenario methods. Proceeding of the first half Conference of Korea Regional Science Association (Best Paper Award)남주영・이연주・이창연, 2025. 토지이용분류를 위한 딥러닝 모델의 최적화 디자인 연구: Swin-transformer를 사용하여, 대한국토·도시계획학회 춘계산학학술대회
Nam, J., Lee, Y. and Lee, C. 2025. A study on the optimized design of a deep learning model for land use classification using Swin-transformer. Proceeding of the Spring Conference of Korea Planning Association남주영・이창연, 2023. ConvLSTM, Depthwise Separable ConvLSTM을 이용한 딥러닝 기반의 도시성장예측모델 구축 : 하남시, 전주시, 태백시를 대상으로, 대한국토·도시계획학회 & 대한교통학회 공동 추계학술대회 (우수논문)
Nam, J & Lee, C. 2023. Establishing Urban Growth Model using ConvLSTM and Depthwise Separable ConvLSTM based on Deep Learning : Case Studies of Hanam, Jeonju, and Taebaek Cities. Proceeding of the Fall Congress of Korea Planning Association (Best Paper Award)
Younju Lee
M.S. Program(2024.09. - 2026.08.(expected))
Dept. of Urban Design and Studies, Chung-Ang University
Research Interests : Thermal environment, Environmental inequalities, Spatial Analysis/Modeling, Big data
Email : lyjmaple@gmail.com
Degree
Dept. of Urban Design and Studies, Chung-Ang University | Bachelor's degree (2024. 08.)
Academic Activity
이연주・김형규・이창연, 2025. 공공·민간 녹지 공급 차이가 취약계층 열 불평등 형성에 미치는 영향 분석-서울시를 대상으로, 한국도시설계학회 춘계학술대회 (우수논문)
Lee, Y., Kim, H., and Lee, C. 2025. Analyzing the Impact of Public and Private Green Space Disparities on Heat Inequality among Vulnerable Populations-A Case Study of Seoul. Proceeding of the Spring Conference of Urban Design Institute of Korea (Best Paper Award)이연주・이창연, 2024. S-DoT 데이터를 활용한 서울시 고해상도 여름철 지상온도 공간모형 개발, 대한국토·도시계획학회 춘계산학학술대회 (우수논문)
Lee, Y. & Lee, C. 2024. Developing Spatial Model of Ground Level Temperature with High-Resolution in Summer Season in Seoul City using S-DoT Sensor Data. Proceeding of the Spring Conference of Korea Planning Association (Best Paper Award)
Alumni
Sua Jo
R.A. (2023.02. - 2023.12.)
Dept. of Urban Engineering, Jeonbuk National University | Bachelor's degree (2022. 02.)
Research Interests : Urban Shrinkage, Vacant Housing, Spatial Analysis
Email : wmls0114@naver.com
Academic Activity
조수아・이창연, 2023. 다중규모의 관점에서 본 한국 빈집 발생패턴 및 추진요인 분석 : 2015년에서 2020년까지의 대한민국 행정구역 시·군 및 읍·면·동을 대상으로, 대한국토·도시계획학회 & 대한교통학회 공동 추계학술대회 (우수논문)
Jo, S. & Lee, C. 2023. Identifying Occurrence Patterns and Driving Factors Measured at Multi-Scale of Vacant Housing in South Korea Cities from 2015 to 2020. Proceeding of the Fall Congress of Korea Planning Association (Best Paper Award)
Page updated
Google Sites
Report abuse