| 2024-09 | Autonomous real-time control for membrane capacitive deionization | Shim, Jaegyu; Lee, Suin; Yun, Nakyeong; Son, Moon; Chae, Sung Ho; Cho, Kyung Hwa |
| 2022-12 | Deep reinforcement learning in an ultrafiltration system: Optimizing operating pressure and chemical cleaning conditions | Park, Sanghun; Shim, Jaegyu; Yoon, Nakyung; Lee, Sungman; Kwak, Donggeun; Lee, Seungyong; Kim, Young Mo; Son, Moon; Cho, Kyung Hwa |
| 2023-12 | Influence of organic matter on seawater battery desalination performance | Kim, Sukyoung; Shim, Jaegyu; Son, Moon; Park, Sanghun; Cho, Kyung Hwa |
| 2022-08 | Membrane capacitive deionization model including fouling indexes obtained via real-time fouling layer measurements | Yoon, Nakyung; Park, Sanghun; Shim, Jaegyu; Lee, Jongbin; Son, Moon; Cho, Kyung Hwa |
| 2025-05 | Optimizing capacitive deionization operation using dynamic modeling and reinforcement learning | Lee, Suin; Shim, Jaegyu; Kim, Hoo Hugo; Yun, Nakyeong; Son, Moon; Cho, Kyung Hwa |
| 2022-12 | Physically-assisted removal of organic fouling by osmotic backwashing coupled with chemical cleaning | Park, Sanghun; Son, Moon; Shim, Jaegyu; Jeong, Kwanho; Cho, Kyung Hwa |
| 2022-09 | Predicting the salt adsorption capacity of different capacitive deionization electrodes using random forest | Park, Sanghun; Angeles, Anne Therese; Son, Moon; Shim, Jaegyu; Chon, Kangmin; Cho, Kyung Hwa |
| 2025-05 | Robust deep learning model combined with missing input data estimation: Application in a 1000 m3/day high-salinity SWRO plant | Moon, Jeongwoo; Jeong, Kwanho; Chae, Sung Ho; Shim, Jaegyu; Kim, Jihye; Cho, Kyung Hwa; Park, Kiho |
| 2025-02 | Temporal fusion transformer model for predicting differential pressure in reverse osmosis process | Lee, Seunghyeon; Shim, Jaegyu; Lee, Jinuk; Chae, Sung Ho; Lee, Chulmin; Cho, Kyung Hwa |
