Scholarworks@UNIST: Browsing Repository

A novel electro-sorption and acidic capturing method for continuous volatile fatty acid recovery File

Kim, Kyoung-Yeol , Shim, Jaegyu , Son, Moon , Cho, Kyung Hwa , Jeon, Byong-Hun

Article Issue Date2025-07 View89

An integrated watershed modeling approach using soil and water assessment tool and graph convolutional long short-term memory File

Jeong, Dae Seong , Kwon, Do Hyuck , Kim, Jin Hwi , Cho, Kyung Hwa , Ki, Seo Jin , Shin, Jae-Ki , Park, Yongeun

Article Issue Date2026-02 View15

Artificial intelligence for modeling of surface water resources: Application from streamflow to water quality File File

Ather Abbas

Thesis Issue Date2022-08 View70

Automatic classification of microplastics and natural organic matter mixtures using a deep learning model File

Lee, Seunghyeon , Jeong, Heewon , Hong, Seok Min , Yun, Daeun , Lee, Jiye , Kim, Eunju , Cho, Kyung Hwa

Article Issue Date2023-11 View207

Autonomous calibration of EFDC for predicting chlorophyll-a using reinforcement learning and a real-time monitoring system File

Hong, Seok Min , Abbas, Ather , Kim, Soobin , Kwon, Do Hyuck , Yoon, Nakyung , Yun, Daeun , Lee, Sanguk , Pachepsky, Yakov , Pyo, Jongcheol , Cho, Kyung Hwa

Article Issue Date2023-10 View176

Autonomous control of electrochemical water treatment using deep reinforcement learning File

Yoon, Nakyung

Thesis Issue Date2022-08 View73

Autonomous real-time control for membrane capacitive deionization File

Shim, Jaegyu , Lee, Suin , Yun, Nakyeong , Son, Moon , Chae, Sung Ho , Cho, Kyung Hwa

Article Issue Date2024-09 View142

Comparative efficiency of the SWAT model and a deep learning model in estimating nitrate loads at the Tuckahoe creek watershed, Maryland File

Lee, Jiye , Kim, Dongho , Hong, Seokmin , Yun, Daeun , Kwon, Dohyuck , Hill, Robert L. , Gao, Feng , Zhang, Xuesong , Cho, Kyung Hwa , Lee, Sangchul , et al

Article Issue Date2024-12 View142

Deep learning with data preprocessing methods for water quality prediction in ultrafiltration File

Shim, Jaegyu , Hong, Seokmin , Lee, Jiye , Lee, Seungyong , Kim, Young Mo , Chon, Kangmin , Park, Sanghun , Cho, Kyung Hwa

Article Issue Date2023-11 View118

Deep learning-based efficient drone-borne sensing of cyanobacterial blooms using a clique-based feature extraction approach File

Shin, Jihoon , Lee, Gunhyeong , Kim, Taeho , Cho, Kyung Hwa , Hong, Seok Min , Kwon, Do Hyuck , Pyo, Jongcheol , Cha, Yoonkyung

Article Issue Date2024-02 View165

Deep learning-based super-resolution for harmful algal bloom monitoring of inland water File File

Kwon, Do Hyuck , Hong, Seok Min , Abbas, Ather , Park, Sanghyun , Nam, Gibeom , Yoo, Jae-Hyun , Kim, Kyunghyun , Kim, Hong Tae , Pyo, Jongcheol , Cho, Kyung Hwa

Article Issue Date2023-09 View86

Developing a data-driven modeling framework for simulating a chemical accident in freshwater File

Kim, Soobin , Abbas, Ather , Pyo, Jongchoel , Kim, Hyein , Hong, Seok Min , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2023-11 View129

DEVELOPMENT OF FATE AND TRANSPORT MODELS FOR MICROPOLLUTANTS IN NATURAL SURFACE WATERS File File

LIGARAY MAYZONEE

Thesis Issue Date2017-08 View63

Distribution coefficient prediction using multimodal machine learning based on soil adsorption factors, XRF, and XRD spectrum data File

Na, Seongyeon , Jeong, Heewon , Kim, Ilgook , Hong, Seok Min , Shim, Jaegyu , Yoon, In-Ho , Cho, Kyung Hwa

Article Issue Date2024-10 View142

ELECTROCHEMICAL ACTIVATION OF NITRATE FOR BENZOIC ACID REMOVAL File File

Lee, Ki-Myeong

Thesis Issue Date2019-02 View61

Enhancing flow rate prediction of the Chao Phraya River Basin using SWAT-LSTM model coupling File File

Phetanan, Kritnipit , Hong, Seok Min , Yun, Daeun , Lee, Jiye , Chotpantarat, Srilert , Jeong, Heewon , Cho, Kyung Hwa

Article Issue Date2024-06 View175

Few-shot learning to predict nitrate and phosphate adsorption capacity of biochar: A cost-effective and innovative approach File

Moon, Jeongwoo , Shin, Jaegwan , Jeong, Heewon , Kwon, Do Hyuck , Shim, Jaegyu , Son, Changgil , Chon, Kangmin , Cho, Kyung Hwa

Article Issue Date2025-09 View12

Graph-based deep learning for predictions on changes in microbiomes and biogas production in anaerobic digestion systems File

Kim, Hyo Gyeom , Yu, Sung Il , Shin, Seung Gu , Cho, Kyung Hwa

Article Issue Date2025-04 View31

Harmful algal bloom sensing and modeling in inland water File File

Pyo, JongCheol

Thesis Issue Date2020-08 View73

HIGH-VALENT METAL SPECIES PRODUCED BY THE FENTON-LIKE REACTIONS AT NEUTRAL PH FOR OXIDATIVE DEGRADATION OF ORGANIC CONTAMINANTS File File

Kim, Hak-Hyeon

Thesis Issue Date2019-02 View61

Hydrologic and water quality modeling using SWAT and deep learning model File

Lee, Jiye

Thesis Issue Date2023-02 View88

Improving chlorophyll-a estimation using Sentinel-2 data: a comparative analysis of augmented datasets File

Lee, Jinmyeong , Kwon, Do Hyuck , Jeong, Heewon , Nam, Gibeom , Hwang, Euiho , Kim, Jin Hwi , Cho, Kyung Hwa , Kim, Hyo Gyeom

Article Issue Date2025-12 View13711

In-situ monitoring of the membrane fouling using image sensing File File

Park, Sanghun

Thesis Issue Date2021-02 View74

Influence of organic matter on seawater battery desalination performance File

Kim, Sukyoung , Shim, Jaegyu , Son, Moon , Park, Sanghun , Cho, Kyung Hwa

Article Issue Date2023-12 View124

Insights and machine learning predictions of harmful algal bloom in the East China Sea and Yellow Sea File

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

Article Issue Date2024-06 View129

Long short-term memory models of water quality in inland water environments File File

Pyo, JongCheol , Pachepsky, Yakov , Kim, Soobin , Abbas, Ather , Kim, Minjeong , Kwon, Yong Sung , Ligaray, Mayzonee , Cho, Kyung Hwa

Article Issue Date2023-12 View104

Machine learning-based water quality prediction using octennial in-situ Daphnia magna biological early warning system data File

Jeong, Heewon , Park, Sanghyun , Choi, Byeongwook , Yu, Chung Seok , Hong, Ji Young , Jeong, Tae-Yong , Cho, Kyung Hwa

Article Issue Date2024-03 View104

Modeling the fate and transport of fecal indicator bacteria from natural and anthropogenic sources to water bodies File

Kim, Minjeong

Thesis Issue Date2020-02 View79

Monitoring ocean-atmosphere interactions: dissolved organic matter (DOM), bacteria, and antibiotic-resistant genes (ARGs) in the Pacific and Southern Oceans File File

Jang, Jiyi

Thesis Issue Date2022-02 View79

Multi- and hyperspectral monitoring on harmful algae bloom (HABs) in coastal and inland waters File

Kwon, Yong Sung

Thesis Issue Date2019-02 View68

Multi-modal learning-based algae phyla identification using image and particle modalities File

Kwon, Do Hyuck , Lee, Min Jun , Jeong, Heewon , Park, Sanghun , Cho, Kyung Hwa

Article Issue Date2025-05 View30

Multimodal deep learning models incorporating the adsorption characteristics of the adsorbent for estimating the permeate flux in dynamic membranes File

Jeong, Heewon , Yun, Byeongchan , Na, Seongyeon , Son, Moon , Chae, Sung Ho , Kim, Chang - Min , Cho, Kyung Hwa

Article Issue Date2024-09 View111

Ocean-atmosphere interactions: different chemical properties of organic matters and diversity of microorganism File File

Kim, Hyein

Thesis Issue Date2023-08 View119

Optimization of a redox flow battery desalination system: Experiment and modeling File

Kim, Sukyoung , Kim, Namhyeok , Kim, Youngsik , Park, Sanghun , Cho, Kyung Hwa

Article Issue Date2024-07 View182

Physics-guided deep learning surrogate model with graph attention for long-term radionuclide transport prediction in deep geological repositories File

Jeong, Dae Seong , Lee, Jinuk , Pyo, JongCheol , Baek, Sang-Soo , Kim, Jin Hwi , Jeong, Mi-Seon , Yun, Hyungju , Cho, Kyung Hwa

Article Issue Date2026-01 View5

Predicting radionuclide behavior in deep geological repositories using graph convolutional long short-term memory File

Jeong, Dae Seong , Lee, Jinuk , Pyo, JongCheol , Baek, Sang-Soo , Jeong, Heewon , Jeong, Mi-Seon , Yun, Hyungju , Cho, Kyung Hwa

Article Issue Date2025-09 View137

Prediction and interpretation of pathogenic bacteria occurrence at a recreational beach using data-driven algorithms File

Jang, Jiyi , Abbas, Ather , Kim, Hyein , Rhee, Chaeyoung , Shin, Seung Gu , Chun, Jong Ahn , Baek, Sangsoo , Cho, Kyung Hwa

Article Issue Date2023-12 View113

Probabilistic machine learning-based phytoplankton abundance using hyperspectral remote sensing File

Kwon, Do Hyuck , Ahn, Jung Min , Pyo, Jong Cheol , Lee, Jiye , Abbas, Ather , Park, Sanghyun , Kim, Kyunghyun , Lee, Hyuk , Cho, Kyung Hwa

Article Issue Date2025-12 View13708

Revolutionizing cesium monitoring in seawater through electrochemical voltammetry and machine learning File

Lee, Jinuk , Baek, Kwangyeol , Jeong, Heewon , Doh, Sunghoon , Kim, Kwiyong , Cho, Kyung Hwa

Article Issue Date2025-02 View32

Robust deep learning model combined with missing input data estimation: Application in a 1000 m3/day high-salinity SWRO plant File

Moon, Jeongwoo , Jeong, Kwanho , Chae, Sung Ho , Shim, Jaegyu , Kim, Jihye , Cho, Kyung Hwa , Park, Kiho

Article Issue Date2025-05 View89

SAR remote sensing for monitoring harmful algal blooms using deep learning models File

Phetanan, Kritnipit , Kwon, Do Hyuck , Lee, Jinmyeong , Jeong, Heewon , Nam, Gibeom , Hwang, Euiho , Pyo, Jongcheol , Cho, Kyung Hwa

Article Issue Date2025-12 View7436

Simulation models of microbial community, pH, and volatile fatty acids of anaerobic digestion developed by machine learning File

Yu, Sung Il , Jeong, Heewon , Shin, Juhee , Shin, Seung Gu , Abbas, Ather , Yun, Daeun , Bae, Hyokwan , Cho, Kyung Hwa

Article Issue Date2024-04 View147

Spatiotemporal estimation of groundwater and surface water conditions by integrating deep learning and physics-based watershed models File File

Kim, Soobin , Lee, Eunhee , Hwang, Hyoun-Tae , Pyo, Jongcheol , Yun, Daeun , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2024-05 View116

Temporal fusion transformer model for predicting differential pressure in reverse osmosis process File

Lee, Seunghyeon , Shim, Jaegyu , Lee, Jinuk , Chae, Sung Ho , Lee, Chulmin , Cho, Kyung Hwa

Article Issue Date2025-02 View31

Transformer-based deep learning models for adsorption capacity prediction of heavy metal ions toward biochar-based adsorbents File

Jaffari, Zeeshan Haider , Abbas, Ather , Kim, Chang -Min , Shin, Jaegwan , Kwak, Jinwoo , Son, Changgil , Lee, Yong-Gu , Kim, Sangwon , Chon, Kangmin , Cho, Kyung Hwa

Article Issue Date2024-01 View119

Using machine learning models to estimate Escherichia coli concentration in an irrigation pond from water quality and drone-based RGB imagery data File

Hong, Seok Min , Morgan, Billie J. , Stocker, Matthew D. , Smith, Jaclyn E. , Kim, Moon S. , Cho, Kyung Hwa , Pachepsky, Yakov A.

Article Issue Date2024-08 View110

VISIBLE LIGHT-ACTIVE PHOTOCATALYSIS AND ITS HYBRID SYSTEMS WITH FENTON-LIKE REACTION FOR OXIDATION OF ORGANIC POLLUTANTS File File

Seo, Jiwon

Thesis Issue Date2019-02 View66

Water quality variables and spectral indices as predictors of E. coli concentrations in an irrigation pond: A case study File

Hong, Seok Min , Morgan, Billie J. , Stocker, Matthew D. , Smith, Jaclyn E. , Kim, Moon S. , Cho, Kyung Hwa , Pachepsky, Yakov A.

Article Issue Date2025-12 View477

분광복사계 자료를 이용한 의암호 및 영산강 클로로필 농도 추정

Im, Jungho , Ha, Sunghyun , Pyo, Jongcheol , Cho, Kyung Hwa

Conference Paper Issue Date2015-04-16 View60

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