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Deep learning for simulating Alexandrium with ocean numerical model

Baek, Sang-Soo , Kim, Young Ok , Baek, Seung Ho , Ahn, Chi-Young , Oh, Hee-Mock , Cho, Kyung Hwa

Conference Paper Issue Date2020-11-13 View19

Deep Learning for Simulating Harmful Algal Blooms Using Ocean Numerical Model File File

Baek, Sang-Soo , Pyo, JongCheol , Kwon, Yong Sung , Chun, Seong-Jun , Baek, Seung Ho , Ahn, Chi-Yong , Oh, Hee-Mock , Kim, Young Ok , Cho, Kyung Hwa

Article Issue Date2021-10 View26

Deep neural networks for modeling fouling growth and flux decline during NF/RO membrane filtration File

Park, Sanghun , Baek, Sang-Soo , Pyo, JongCheol , Pachepsky, Yakov , Park, Jongkwan , Cho, Kyung Hwa

Article Issue Date2019-10 View31

Developing a cloud-based toolbox for sensitivity analysis of a water quality model File

Kim, Soobin , Kwon, Yong Sung , Pyo, JongCheol , Ligaray, Mayzonee , Min, Joong-Hyuk , Ahn, Jung Min , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2021-07 View26

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 View23

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 View28

Developing a hydrological simulation tool to design bioretention in a watershed File

Baek, Sang-Soo , Ligaray, Mayzonee , Park, Jong-Pyo , Shin, Hyun-Suk , Kwon, Yongsung , Brascher, Joseph T. , Cho, Kyung Hwa

Article Issue Date2019-12 View14

Effect of marine heatwaves on bloom formation of the harmful dinoflagellate Cochlodinium polykrikoides: Two sides of the same coin? File

Lim, Young Kyun , Park, Bum Soo , Kim, Jin Ho , Baek, Sang-Soo , Baek, Seung Ho

Article Issue Date2021-04 View12

Evaluation of a hydrology and run-off BMP model in SUSTAIN on a commercial area and a public park in South Korea File

Baek, Sang-Soo , Choi, Dong-Ho , Jung, Jae-Woon , Yoon, Kwang-Sik , Cho, Kyung Hwa

Article Issue Date2015-07 View27

Harmful algae prediction using deep neural network

Pyo, JongCheol , Park, Lan Joo , Yakov, Pachepsky , Baek, Sang-Soo , Kim, Kyunghyun , Cho, Kyung Hwa

Conference Paper Issue Date2020-11-12 View14

Hierarchical deep learning model to simulate phytoplankton at phylum/ class and genus levels and zooplankton at the genus level File

Baek, Sang-Soo , Jung, Eun-Young , Pyo, JongCheol , Pachepsky, Yakov , Son, Heejong , Cho, Kyung Hwa

Article Issue Date2022-06 View33

Identification and enumeration of cyanobacteria species using a deep neural network File

Baek, Sang-Soo , Pyo, JongCheol , Pachepsky, Yakov , Park, Yongeun , Ligaray, Mayzonee , Ahn, Chi-Yong , Kim, Young-Hyo , Chun, Jong Ahn , Cho, Kyung Hwa

Article Issue Date2020-08 View22

Identification of influencing factors of A. catenella bloom using machine learning and numerical simulation File

Baek, Sang-Soo , Kwon, Yong Sung , Pyo, JongCheol , Choi, Jungmin , Kim, Young Ok , Cho, Kyung Hwa

Article Issue Date2021-03 View37

Improving the performance of machine learning models for early warning of harmful algal blooms using an adaptive synthetic sampling method File

Kim, Jin Hwi , Shin, Jae-Ki , Lee, Hankyu , Lee, Dong Hoon , Kang, Joo-Hyon , Cho, Kyung Hwa , Lee, Yong-Gu , Chon, Kangmin , Baek, Sang-Soo , Park, Yongeun

Article Issue Date2021-12 View24

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 View28

Modeling the influence of future climatic variables on nutrient loading in the Yeongsan River Basin, South Korea File

Park, Yongeun , Chon, Kangmin , Shin, Jae-Ki , Lim, Yejee , Baek, Sang-Soo , Kim, Joon Ha

Article Issue Date2020-03 View19

Optimizing Agricultural Best Management Practices in a Lake Erie Watershed File

Pho, Jongcheol , Baek, Sang-Soo , Kim, Minjeong , Park, Sanghun , Lee, Hyuk , Ra, Jin-Sung , Cho, Kyung Hwa

Article Issue Date2017-12 View14

Optimizing low impact development (LID) for stormwater runoff treatment in urban area, Korea: Experimental and modeling approach File

Baek, Sang-Soo , Choi, Dong-Ho , Jung, Jae-Woon , Lee, Hyung-Jin , Lee, Hyuk , Yoon, Kwang-Sik , Cho, Kyung Hwa

Article Issue Date2015-12 View18

Optimizing Semi-Analytical Algorithms for Estimating Chlorophyll-a and Phycocyanin Concentrations in Inland Waters in Korea File File

Pyo, JongCheol , Pachepsky, Yakov , Baek, Sang-Soo , Kwon, YongSeong , Kim, MinJeong , Lee, Hyuk , Park, Sanghyun , Cha, YoonKyung , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2017-06 View65

Prediction of Water Level and Water Quality Using a CNN-LSTM Combined Deep Learning Approach File File

Baek, Sang-Soo , Pyo, Jongcheol , Chun, Jong Ahn

Article Issue Date2020-12 View7

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