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Hyokwan Bae

affiliation not provided to SSRN

SCHOLARLY PAPERS

6

DOWNLOADS

258

TOTAL CITATIONS

5

Scholarly Papers (6)

1.

Machine Learning Modeling in Flow-Electrode Capacitive Deionization System: Prediction of Ion Concentrations in Flow-Electrode Aqueous Electrolytes

Number of pages: 29 Posted: 05 Jul 2024
Pusan National University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 66 (907,769)
Citation 1

Abstract:

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Flow-electrode capacitive deionization, Machine learning, Ion concentration prediction, Flow-electrode aqueous electrolytes

2.

Simulation Models of Microbial Community, Ph, and Volatile Fatty Acids of Anaerobic Digestion Developed by Machine Learning

Number of pages: 57 Posted: 13 Feb 2024
affiliation not provided to SSRN, Korea University, Gyeongsang National University, Gyeongsang National University, affiliation not provided to SSRN, affiliation not provided to SSRN, Korea University and affiliation not provided to SSRN
Downloads 53 (1,031,043)

Abstract:

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Anaerobic digestion, machine learning, Microbial community, Volatile fatty acids, Shapley additive explanations

3.

Management Strategy of Granular Sludge Settleability in Saline Denitrification: Insights from Machine Learning

Number of pages: 25 Posted: 16 Feb 2024
Junbeom Jeon, MinKyu Choi, Suin Park and Hyokwan Bae
Pusan National University, affiliation not provided to SSRN, Pusan National University and affiliation not provided to SSRN
Downloads 43 (1,145,425)
Citation 4

Abstract:

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Denitrifying granular sludge, Machine learning, Settleability index, Core control parameters, Optimization

4.

Comparative Insight of Pesticide Transformations between River and Wetland Systems

Number of pages: 25 Posted: 11 Jan 2023
Daeho Kang, Hyebin Lee, Hyokwan Bae and Junho Jeon
Changwon National University, affiliation not provided to SSRN, affiliation not provided to SSRN and Changwon National University - Department of Environmental Engineering
Downloads 34 (1,263,436)

Abstract:

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Pesticide, Transformation products, Suspect and non-target screening, Bacterial Community Structure, Natural wetland

5.

Effects of Contact/Stabilization Time Ratio on Organic Carbon-Methane Conversion in High-Rate Contact Stabilization System

Number of pages: 43 Posted: 01 Feb 2024
Pusan National University, Pusan National University, Pusan National University, Pusan National University, Pusan National University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 32 (1,290,922)

Abstract:

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Carbon recovery rate, Feast-famine, High-rate contact stabilization, High-rate activated sludge

6.

Multi-Modal Machine Learning Modeling of Electrosorption: Predicting Cr(Vi) Removal and Cr(Iii) Regeneration

Number of pages: 32 Posted: 08 Feb 2025
Yong-Uk Shin, Sung Il Yu, Hyokwan Bae and Am Jang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Sungkyunkwan University
Downloads 30 (1,318,317)

Abstract:

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Artificial neural network (ANN), Convolutional neural network (CNN), Flow-through redox-assisted electrosorption, Multi-modal model