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AI4Water v1.0: an open-source python package for modeling hydrological time series using data-driven methods File

Abbas, Ather , Boithias, Laurie , Pachepsky, Yakov , Kim, Kyunghyun , Chun, Jong Ahn , Cho, Kyung Hwa

Article Issue Date2022-04 View106

An open-source deep learning model for predicting effluent concentration in capacitive deionization File

Son, Moon , Yoon, Nakyung , Park, Sanghun , Abbas, Ather , Cho, Kyung Hwa

Article Issue Date2023-01 View178

Artificial neural networks for insights into adsorption capacity of industrial dyes using carbon-based materials File

Iftikhar, Sara , Zahra, Nallain , Rubab, Fazila , Sumra, Raazia Abrar , Khan, Muhammad Burhan , Abbas, Ather , Jaffari, Zeeshan Haider

Article Issue Date2023-12 View174

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 View185

Crystal graph convolution neural networks for fast and accurate prediction of adsorption ability of Nb2CTx towards Pb(ii) and Cd(ii) ions File

Jaffari, Zeeshan Haider , Abbas, Ather , Umer, Muhammed , Kim, Eun-Sik , Cho, Kyung Hwa

Article Issue Date2023-04 View110

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 View93

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 View141

Developing a deep learning model for the simulation of micro-pollutants in a watershed File

Yun, Daeun , Abbas, Ather , Jeon, Junho , Ligaray, Mayzonee , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2021-06 View141

Dual-stage attention-based LSTM for simulating performance of brackish water treatment plant File

Yoon, Nakyung , Kim, Jihye , Lim, Jae-Lim , Abbas, Ather , Jeong, Kwanho , Cho, Kyung Hwa

Article Issue Date2021-09 View110

Estimation of base and surface flow using deep neural networks and a hydrologic model in two watersheds of the Chesapeake Bay File

Lee, Jiye , Abbas, Ather , McCarty, Gregory W. , Zhang, Xuesong , Lee, Sangchul , Cho, Kyung Hwa

Article Issue Date2023-02 View143

In-stream Escherichia coli modeling using high-temporal-resolution data with deep learning and process-based models File File

Abbas, Ather , Baek, Sangsoo , Silvera, Norbert , Soulileuth, Bounsamay , Pachepsky, Yakov , Ribolzi, Olivier , Boithias, Laurie , Cho, Kyung Hwa

Article Issue Date2021-12 View83

Inland harmful algal blooms (HABs) modeling using internet of things (IoT) system and deep learning File File

Kwon, Do Hyuck , Hong, Seok Min , Abbas, Ather , Pyo, JongCheol , Lee, Hyung-Kun , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2023-02 View257

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 View116

Machine learning approaches to predict the photocatalytic performance of bismuth ferrite-based materials in the removal of malachite green File

Jaffari, Zeeshan Haider , Abbas, Ather , Lam, Sze-Mun , Park, Sanghun , Chon, Kangmin , Kim, Eun-Sik , Cho, Kyung Hwa

Article Issue Date2023-01 View184

Machine learning assisted high-throughput screening of transition metal single atom based superb hydrogen evolution electrocatalysts File

Umer, Muhammad , Umer, Sohaib , Zafari, Mohammad , Ha, Miran , Anand, Rohit , Hajibabaei, Amir , Abbas, Ather , Lee, Geunsik , Kim, Kwang S.

Article Issue Date2022-03 View103

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 View118

Prediction of antibiotic-resistance genes occurrence at a recreational beach with deep learning models File File

Jang, Jiyi , Abbas, Ather , Kim, Minjeong , Shin, Jingyeong , Kim, Young Mo , Cho, Kyung Hwa

Article Issue Date2021-05 View97

Prediction of biogas production in anaerobic co-digestion of organic wastes using deep learning models File

Jeong, Kwanho , Abbas, Ather , Shin, Jingyeong , Son, Moon , Kim, Young Mo , Cho, Kyung Hwa

Article Issue Date2021-10 View135

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 View13725

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 View165

Surface and sub-surface flow estimation at high temporal resolution using deep neural networks File

Abbas, Ather , Baek, Sangsoo , Kim, Minjeong , Ligaray, Mayzonee , Ribolzi, Olivier , Silvera, Norbert , Min, Joong-Hyuk , Boithias, Laurie , Cho, Kyung Hwa

Article Issue Date2020-11 View106

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 View126

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