A Hybrid Approach Combining Conceptual Hydrological Models, Support Vector Machines and Remote Sensing Data for Rainfall-Runoff Modeling. - Moonhyuk Kwon; Hyun-Han Kwon; Dawei Han (Remote. Sens., 2020)

Loss Minimization and Voltage Stability With Optimum Frequency Determination of LF-HVac Lines Based on Wind-Hydro-Gas Turbine Unit. - Mukul Anand; Debashis Chatterjee; Swapan Kumar Goswami; Anagha Bhattacharya; Hyun-Han Kwon; Md. Jalil Piran (IEEE Access, 2024)

A Comprehensive Approach Toward Wheat Leaf Disease Identification Leveraging Transformer Models and Federated Learning. - Md. Fahim Ul Islam; Amitabha Chakrabarty; Sarder Tanvir Ahmed; Rafeed Rahman; Hyun-Han Kwon; Md. Jalil Piran (IEEE Access, 2024)

Precipitation nowcasting using transformer-based generative models and transfer learning for improved disaster preparedness. - Md. Jalil Piran; Xiaoding Wang 001; Ho Jun Kim; Hyun-Han Kwon (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Wildfire Detection Powered by Involutional Neural Network and Multitask Learning With Dark Channel Prior Technique. - Md. Fahim Ul Islam; Noshin Tabassum; Amitabha Chakrabarty; Syed Mahfuzul Aziz; Mahdieh Shirmohammadi; Nasim Khonsari; Hyun-Han Kwon; Md. Jalil Piran (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Enhancing rainfall frequency analysis through bivariate nonstationary modeling in South Korea. - Heejin An; Hyun-Han Kwon; Moonyoung Lee; Inkyung Min; Kichul Jung; Daeryong Park (Environ. Model. Softw., 2025)

A Hybrid Approach to Physical and Deep Learning Models for Radar-Based Precipitation Nowcasting. - Ho-Jun Kim; Seongsim Yoon; Yeong Hyeon Gu; Sung Hoon Kim; Young-Don Choi; Hyun-Han Kwon (IEEE Trans. Geosci. Remote. Sens., 2025)

Efficient Optimization in RIS-Assisted UAV System Using Deep Reinforcement Learning for mmWave-NOMA 6G Communications. - Sima Sobhi-Givi; Mahdi Nouri 001; Mahrokh G. Shayesteh; Hamid Behroozi; Hyun-Han Kwon; Md. Jalil Piran (IEEE Internet Things J., 2025)