| 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 |
| 2024-09 | Decoupling ion concentrations from effluent conductivity profiles in capacitive and battery electrode deionizations using an artificial intelligence model | Kim, Hoo Hugo; Choi, Byeongwook; Ullah, Zahid; Jeong, Nahyeon; Cho, Kyung Hwa; Park, Sanghun; Baek, Sang-Soo; 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 |
| 2024-11 | Enhancing energy and nitrogen removal efficiency through automatic split injection and innovative aeration device: A study of low C/N ratio environments | Choi, Byeongwook; Kim, Tae-In; Kim, Hoo Hugo; Kim, Chang-Min; Park, Sanghun; Lee, Sungjong |
| 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 |
| 2023-12 | Influence of organic matter on seawater battery desalination performance | Kim, Sukyoung; Shim, Jaegyu; Son, Moon; Park, Sanghun; Cho, Kyung Hwa |
| 2023-01 | Machine learning approaches to predict the photocatalytic performance of bismuth ferrite-based materials in the removal of malachite green | Jaffari, Zeeshan Haider; Abbas, Ather; Lam, Sze-Mun; Park, Sanghun; Chon, Kangmin; Kim, Eun-Sik; 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 |
| 2022-12 | 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 |
| 2021-01 | Prediction of Oxidant Exposures and Micropollutant Abatement during Ozonation Using a Machine Learning Method | Cha, Dongwon; Park, Sanghun; Kim, Min Sik; Kim, Taewan; Hong, Seok Won; Cho, Kyung Hwa; Lee, Changha |
| 2022-01 | Seawater battery desalination with a reverse osmosis membrane for simultaneous brine treatment and energy storage | Park, Sanghun; Kim, Namhyeok; Kim, Youngsik; Son, Moon; Cho, Kyung Hwa |
