| 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 |
| 2023-11 | Automatic classification of microplastics and natural organic matter mixtures using a deep learning model | Lee, Seunghyeon; Jeong, Heewon; Hong, Seok Min; Yun, Daeun; Lee, Jiye; Kim, Eun Ju; Cho, Kyung Hwa |
| 2022-12 | Automation of membrane capacitive deionization process using reinforcement learning | Yoon, Nakyung; Park, Sanghun; Moon, Son; Cho, Kyung Hwa |
| 2024-09 | Autonomous real-time control for membrane capacitive deionization | Shim, Jaegyu; Lee, Suin; Yun, Nakyeong; Son, Moon; Chae, Sung Ho; Cho, Kyung Hwa |
| 2016-01 | Bayesian modeling approach for characterizing groundwater arsenic contamination in the Mekong River basin | Cha, YoonKyung; Kim, Young Mo; Choi, Jae-Woo; Sthiannopkao, Suthipong; Cho, Kyung Hwa |
| 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 |
| 2024-07 | Determining water and solute permeability of reverse osmosis membrane using a data-driven machine learning pipeline | Chae, Sung Ho; Hong, Seok Won; Son, Moon; Cho, Kyung Hwa |
| 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 |
| 2024-06 | Insights and machine learning predictions of harmful algal bloom in the East China Sea and Yellow Sea | Jang, Jiyi; Baek, Sang-Soo; Kang, Daehyun; Park, Yongeun; Ligaray, Mayzonee; Baek, Seung Ho; Choi, Jin Yong; Park, Bum Soo; Lee, Myong-In; 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 |
| 2016-09-01 | Modeling, spatiotemporal bacterial variability with meteorological and watershed land-use characteristics | Cha, YoonKyung; Park, Mi-Hyun; Lee, Sang-Hyup; Kim, Joon Ha; Cho, Kyung Hwa |
| 2024-09 | Multimodal deep learning models incorporating the adsorption characteristics of the adsorbent for estimating the permeate flux in dynamic membranes | Jeong, Heewon; Yun, Byeongchan; Na, Seongyeon; Son, Moon; Chae, Sung Ho; Kim, Chang - Min; 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 |
| 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 |
