Optimization of a nanofiltration and membrane capacitive deionization (NF-MCDI) hybrid system: Experimental and modeling studies K Jeong, N Yoon, S Park, M Son, J Lee, J Park, KH Cho Desalination 493, 114658, 2020 | 34 | 2020 |
Dual-stage attention-based LSTM for simulating performance of brackish water treatment plant N Yoon, J Kim, JL Lim, A Abbas, K Jeong, KH Cho Desalination 512, 115107, 2021 | 31 | 2021 |
Deep learning for pH prediction in water desalination using membrane capacitive deionization M Son, N Yoon, K Jeong, A Abass, BE Logan, KH Cho Desalination 516, 115233, 2021 | 30 | 2021 |
Modeling and evaluating performance of full-scale reverse osmosis system in industrial water treatment plant K Jeong, M Son, N Yoon, S Park, J Shim, J Kim, JL Lim, KH Cho Desalination 518, 115289, 2021 | 27 | 2021 |
Influence of natural organic matter on membrane capacitive deionization performance J Shim, N Yoon, S Park, J Park, M Son, K Jeong, KH Cho Chemosphere 264, 128519, 2021 | 21 | 2021 |
An open-source deep learning model for predicting effluent concentration in capacitive deionization M Son, N Yoon, S Park, A Abbas, KH Cho Science of The Total Environment 856, 159158, 2023 | 13 | 2023 |
Pharmaceutical removal at low energy consumption using membrane capacitive deionization M Son, K Jeong, N Yoon, J Shim, S Park, J Park, KH Cho Chemosphere 276, 130133, 2021 | 11 | 2021 |
Comparison of tree-based model with deep learning model in predicting effluent pH and concentration by capacitive deionization Z Ullah, N Yoon, BK Tarus, S Park, M Son Desalination 558, 116614, 2023 | 10 | 2023 |
Automation of membrane capacitive deionization process using reinforcement learning N Yoon, S Park, M Son, KH Cho Water Research 227, 119337, 2022 | 8 | 2022 |
Seawater battery desalination with sodium-intercalation cathode for hypersaline water treatment M Son, J Shim, S Park, N Yoon, K Jeong, KH Cho Desalination 531, 115713, 2022 | 8 | 2022 |
Membrane capacitive deionization model including fouling indexes obtained via real-time fouling layer measurements N Yoon, S Park, J Shim, J Lee, M Son, KH Cho Desalination 536, 115852, 2022 | 7 | 2022 |
Autonomous calibration of EFDC for predicting chlorophyll-a using reinforcement learning and a real-time monitoring system SM Hong, A Abbas, S Kim, DH Kwon, N Yoon, D Yun, S Lee, ... Environmental Modelling & Software 168, 105805, 2023 | 6 | 2023 |
Explainable deep learning model for membrane capacitive deionization operated under fouling conditions N Yoon, S Lee, S Park, M Son, KH Cho Desalination 561, 116676, 2023 | 6 | 2023 |
Energy storage capability of seawater batteries for intermittent power generation systems: Conceptualization and modeling S Park, N Yoon, Z Ullah, BK Tarus, B Choi, HH Kim, M Son Journal of Power Sources 580, 233322, 2023 | 5 | 2023 |
Deep reinforcement learning in an ultrafiltration system: Optimizing operating pressure and chemical cleaning conditions S Park, J Shim, N Yoon, S Lee, D Kwak, S Lee, YM Kim, M Son, KH Cho Chemosphere 308, 136364, 2022 | 2 | 2022 |
Impact of reactor architecture and design parameters on the performance of microbial electrolysis cells revealed by the electrode potential slope analysis L Wang, H Du, AFN Elsyed, N Yun, X Wang, R Rossi Electrochimica Acta 485, 144072, 2024 | | 2024 |
Application of Reinforcement Learning to Calibrate Cyanobacteria using Daily Water Quality Parameters in EFDC Model S Hong, K Hwa Cho, A Abbas, S KIM, DH Kwon, N Yoon, D Yun, S Lee AGU Fall Meeting Abstracts 2022, H15L-0942, 2022 | | 2022 |
Seawater battery desalination with sodium-intercalation cathode for hypersaline water treatment br M Sona, J Shima, S Parka, N Yoon, K Jeong, KH Cho DESALINATION 531, 2022 | | 2022 |
Influence of natural organic matter on membrane capacitive deionization performance (vol 264, 128519, 2021) J Shim, N Yoon, S Park, J Park, M Son, K Jeong, KH Cho CHEMOSPHERE 262, 2021 | | 2021 |
Deep learning models in Membrane Process KH Cho, SS Baek, J Shim, N Yoon 한국막학회, 2020 | | 2020 |