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Heewon Jeong
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Machine-learning-based prediction and optimization of emerging contaminants' adsorption capacity on biochar materials
ZH Jaffari, H Jeong, J Shin, J Kwak, C Son, YG Lee, S Kim, K Chon, ...
Chemical Engineering Journal 466, 143073, 2023
592023
Machine learning-based water quality prediction using octennial in-situ Daphnia magna biological early warning system data
H Jeong, S Park, B Choi, CS Yu, JY Hong, TY Jeong, KH Cho
Journal of Hazardous Materials 465, 133196, 2024
132024
Automatic classification of microplastics and natural organic matter mixtures using a deep learning model
S Lee, H Jeong, SM Hong, D Yun, J Lee, E Kim, KH Cho
Water Research 246, 120710, 2023
132023
Simulation models of microbial community, pH, and volatile fatty acids of anaerobic digestion developed by machine learning
SI Yu, H Jeong, J Shin, SG Shin, A Abbas, D Yun, H Bae, KH Cho
Journal of Water Process Engineering 60, 105225, 2024
52024
Enhancing flow rate prediction of the Chao Phraya River Basin using SWAT–LSTM model coupling
K Phetanan, SM Hong, D Yun, J Lee, S Chotpantarat, H Jeong, KH Cho
Journal of Hydrology: Regional Studies 53, 101820, 2024
32024
Characterizing water quality and quantity profiles with poor quality data in a machine learning algorithm
Z Kim, H Jeong, S Shin, J Jung, JH Kim, SJ Ki
Desalination and Water Treatment 182, 127-134, 2020
22020
Distribution coefficient prediction using multimodal machine learning based on soil adsorption factors, XRF, and XRD spectrum data
S Na, H Jeong, I Kim, SM Hong, J Shim, IH Yoon, KH Cho
Journal of Hazardous Materials 478, 135285, 2024
2024
Spatial prediction of groundwater salinity in multiple aquifers of the Mekong Delta region using explainable machine learning models
H Jeong, A Abbas, HG Kim, H Van Hoan, P Van Tuan, PT Long, E Lee, ...
Water Research, 122404, 2024
2024
Modeling freshwater plankton community dynamics with static and dynamic interactions using graph convolution embedded long short-term memory
HG Kim, EY Jung, H Jeong, H Son, SS Baek, KH Cho
Water Research, 122401, 2024
2024
Multimodal deep learning models incorporating the adsorption characteristics of the adsorbent for estimating the permeate flux in dynamic membranes
H Jeong, B Yun, S Na, M Son, SH Chae, CM Kim, KH Cho
Journal of Membrane Science 709, 123105, 2024
2024
A hybrid approach to improvement of watershed water quality modeling by coupling process–based and deep learning models
DS Jeong, H Jeong, JH Kim, JH Kim, Y Park
Water Environment Research 96 (8), e11079, 2024
2024
Explainable machine learning-based spatial prediction of groundwater salinity in multiple aquifers
H Jeong, KH Cho, E Lee, A Abbas, HV Hoan, PV Tuan, PT Long
AGU Fall Meeting Abstracts 2023, H11F-05, 2023
2023
Comparing watershed management strategies at different spatial scales under future climate scenarios using SWAT
H Jeong, B Kim, JH Kim, SJ Yi, JD Kim, SJ Ki
Desalination and Water Treatment 219, 413-422, 2021
2021
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