| 2023-01 | An open-source deep learning model for predicting effluent concentration in capacitive deionization | Son, Moon; Yoon, Nakyung; Park, Sanghun; Abbas, Ather; Cho, Kyung Hwa |
| 2022-12 | Automation of membrane capacitive deionization process using reinforcement learning | Yoon, Nakyung; Park, Sanghun; Moon, Son; Cho, Kyung Hwa |
| 2023-07 | Comparison of tree-based model with deep learning model in predicting effluent pH and concentration by capacitive deionization | Ullah, Zahid; Yoon, Nakyung; Tarus, Bethwel Kipchirchir; Park, Sanghun; Son, Moon |
| 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 |
| 2023-10 | Energy storage capability of seawater batteries for intermittent power generation systems: Conceptualization and modeling | Park, Sanghun; Yoon, Nakyung; Ullah, Zahid; Tarus, Bethwel Kipchirchir; Choi, Byeongwook; Kim, Hoo Hugo; Son, Moon |
| 2023-09 | Explainable deep learning model for membrane capacitive deionization operated under fouling conditions | Yoon, Nakyung; Lee, Suin; Park, Sanghun; Son, Moon; 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 |
| 2022-06 | Seawater battery desalination with sodium-intercalation cathode for hypersaline water treatment | Moon, Son; Shima, Jaegyu; Parka, Sanghun; Yoon, Nakyung; Jeong, Kwanho; Cho, Kyung Hwa |
