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A novel method for micropollutant quantification using deep learning and multi-objective optimization File

Yun, Daeun , Kang, Daeho , Jang, Jiyi , Angeles, Anne Therese , Pyo, JongCheol , Jeon, Junho , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2022-04 View158

Analysis of micropollutants in a marine outfall using network analysis and decision tree File

Baek, Sang-Soo , Yun, Daeun , Pyo, JongCheol , Kang, Daeho , Cho, Kyung Hwa , Jeon, Junho

Article Issue Date2022-02 View90

Automatic classification of microplastics and natural organic matter mixtures using a deep learning model File

Lee, Seunghyeon , Jeong, Heewon , Hong, Seok Min , Yun, Daeun , Lee, Jiye , Kim, Eunju , Cho, Kyung Hwa

Article Issue Date2023-11 View202

Autonomous calibration of EFDC for predicting chlorophyll-a using reinforcement learning and a real-time monitoring system File

Hong, Seok Min , Abbas, Ather , Kim, Soobin , Kwon, Do Hyuck , Yoon, Nakyung , Yun, Daeun , Lee, Sanguk , Pachepsky, Yakov , Pyo, Jongcheol , Cho, Kyung Hwa

Article Issue Date2023-10 View168

Characterization of micropollutants in urban stormwater using high-resolution monitoring and machine learning File

Yun, Daeun , Kang, Daeho , Cho, Kyung Hwa , Baek, Sang -Soo , Jeon, Junho

Article Issue Date2023-05 View84

Comparative efficiency of the SWAT model and a deep learning model in estimating nitrate loads at the Tuckahoe creek watershed, Maryland File

Lee, Jiye , Kim, Dongho , Hong, Seokmin , Yun, Daeun , Kwon, Dohyuck , Hill, Robert L. , Gao, Feng , Zhang, Xuesong , Cho, Kyung Hwa , Lee, Sangchul , et al

Article Issue Date2024-12 View124

Convolutional neural network for estimating vertical profiles of harmful cyanobacteria using drone-borne hyperspectral image in lake water

Hong, Seok Min , Baek, Sang-Soo , Yun, Daeun , Kwon, Yong-Hwan , Pyo, JongCheol , Cho, Kyung Hwa

Conference Paper Issue Date2020-11-13 View63

Developing a deep learning model for the simulation of micro-pollutants in a watershed File

Yun, Daeun , Abbas, Ather , Jeon, Junho , Ligaray, Mayzonee , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2021-06 View122

Enhancing flow rate prediction of the Chao Phraya River Basin using SWAT-LSTM model coupling File File

Phetanan, Kritnipit , Hong, Seok Min , Yun, Daeun , Lee, Jiye , Chotpantarat, Srilert , Jeong, Heewon , Cho, Kyung Hwa

Article Issue Date2024-06 View141

Estimation of Micropollutants in Surface Water through High-Resolution Monitoring and Modeling Approaches File

Yun, Daeun

Thesis Issue Date2025-08 View27

Global Sensitivity Analysis (GSA) with Hyper-Spectral Image (HSI) in the EFDC Water Quality Modelling

Kim, Subin , Yun, Daeun , Cho, Kyung Hwa , Baek, Sangsoo , Pyo, JongCheol , Kwon, Yongsung

Conference Paper Issue Date2019-12-12 View79

Monitoring the vertical distribution of HABs using hyperspectral imagery and deep learning models File

Hong, Seok Min , Baek,Sang-Soo , Yun, Daeun , Kwon, Yong-Hwan , Duan, Hongtao , Pyo, JongCheol , Cho, Kyung Hwa

Article Issue Date2021-11 View81

Simulation models of microbial community, pH, and volatile fatty acids of anaerobic digestion developed by machine learning File

Yu, Sung Il , Jeong, Heewon , Shin, Juhee , Shin, Seung Gu , Abbas, Ather , Yun, Daeun , Bae, Hyokwan , Cho, Kyung Hwa

Article Issue Date2024-04 View140

Spatiotemporal estimation of groundwater and surface water conditions by integrating deep learning and physics-based watershed models File File

Kim, Soobin , Lee, Eunhee , Hwang, Hyoun-Tae , Pyo, Jongcheol , Yun, Daeun , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2024-05 View101

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