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An open-source deep learning model for predicting effluent concentration in capacitive deionization File

Son, Moon , Yoon, Nakyung , Park, Sanghun , Abbas, Ather , Cho, Kyung Hwa

Article Issue Date2023-01 View178

Automation of membrane capacitive deionization process using reinforcement learning File

Yoon, Nakyung , Park, Sanghun , Son, Moon , Cho, Kyung Hwa

Article Issue Date2022-12 View185

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 View185

Autonomous control of electrochemical water treatment using deep reinforcement learning File

Yoon, Nakyung

Thesis Issue Date2022-08 View74

Deep learning for pH prediction in water desalination using membrane capacitive deionization File

Son, Moon , Yoon, Nakyung , Jeong, Kwanho , Abass, Ather , Logan, Bruce E. , Cho, Kyung Hwa

Article Issue Date2021-11 View145

Deep reinforcement learning in an ultrafiltration system: Optimizing operating pressure and chemical cleaning conditions File

Park, Sanghun , Shim, Jaegyu , Yoon, Nakyung , Lee, Sungman , Kwak, Donggeun , Lee, Seungyong , Kim, Young Mo , Son, Moon , Cho, Kyung Hwa

Article Issue Date2022-12 View149

Dual-stage attention-based LSTM for simulating performance of brackish water treatment plant File

Yoon, Nakyung , Kim, Jihye , Lim, Jae-Lim , Abbas, Ather , Jeong, Kwanho , Cho, Kyung Hwa

Article Issue Date2021-09 View110

Explainable deep learning model for membrane capacitive deionization operated under fouling conditions File

Yoon, Nakyung , Lee, Suin , Park, Sanghun , Son, Moon , Cho, Kyung Hwa

Article Issue Date2023-09 View145

Influence of natural organic matter on membrane capacitive deionization performance File

Shim, Jaegyu , Yoon, Nakyung , Park, Sanghun , Park, Jongkwan , Son, Moon , Jeong, Kwanho , Cho, Kyung Hwa

Article Issue Date2021-02 View107

Membrane capacitive deionization model including fouling indexes obtained via real-time fouling layer measurements File

Yoon, Nakyung , Park, Sanghun , Shim, Jaegyu , Lee, Jongbin , Son, Moon , Cho, Kyung Hwa

Article Issue Date2022-08 View135

Modeling and evaluating performance of full-scale reverse osmosis system in industrial water treatment plant File

Jeong, Kwanho , Son, Moon , Yoon, Nakyung , Park, Sanghun , Shim, Jaegyu , Kim, Jihye , Lim, Jae-Lim , Cho, Kyung Hwa

Article Issue Date2021-12 View145

Optimization of a nanofiltration and membrane capacitive deionization (NF-MCDI) hybrid system: Experimental and modeling studies File

Jeong, Kwanho , Yoon, Nakyung , Park, Sanghun , Son, Moon , Lee, Jongryul , Park, Jongkwan , Cho, Kyung Hwa

Article Issue Date2020-11 View128

Pharmaceutical removal at low energy consumption using membrane capacitive deionization File

Son, Moon , Jeong, Kwanho , Yoon, Nakyung , Shim, Jaegyu , Park, Sanghun , Park, Jongkwan , Cho, Kyung Hwa

Article Issue Date2021-08 View134

Seawater battery desalination with sodium-intercalation cathode for hypersaline water treatment br File

Son, Moon , Shim, Jaegyu , Park, Sanghun , Yoon, Nakyung , Jeong, Kwanho , Cho, Kyung Hwa

Article Issue Date2022-06 View144

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