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Deep Learning-Based Prediction of Particulate Matter and Application of Air Quality Health Impact Indicators in Industrial Complexes
Jiwon Seo, Jeongeon Oh, Hyeongseok Lee, Minsu Son, Seungcheol Na, Seongjun Kim, Yong-Gyun Park
J Korean Soc Environ Eng. 2025;47(9):637-649.   Published online September 30, 2025
DOI: https://doi.org/10.4491/KSEE.2025.47.9.637
                  
Performance Evaluation of AI-Based Time Series Prediction Models for Predicting Odorous Substance Concentrations in a Residential-Industrial Complex
Song-eun Lee, Ahyeon Jeong, Yewon Jo, Seyoon Jeong, Seongjun Kim, Yong-Gyun Park
J Korean Soc Environ Eng. 2025;47(8):572-583.   Published online August 31, 2025
DOI: https://doi.org/10.4491/KSEE.2025.47.8.572
                  
Prediction of Fine Dust Concentrations in Major South Korean Cities Using a CNN–GRU Deep Learning Model
Minhyeok Lee, MinJin Koak, Hyejin Noh, Chaewon Park, Seung Hoon Lee, Seongjun Kim, Yong-Gyun Park
J Korean Soc Environ Eng. 2025;47(8):549-561.   Published online August 31, 2025
DOI: https://doi.org/10.4491/KSEE.2025.47.8.549
                  
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