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JongCheol Pyo

Pusan National University

mulgeumup beomyeli

Pusan 609-735, 50612

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

4

DOWNLOADS

150

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Evaluating Deep Neural Network Approach to Estimate Multiple Indices of Aquatic Ecosystem Health in River Basin

Number of pages: 37 Posted: 07 Apr 2023
Yong Sung Kwon, Hyeongsik Kang and JongCheol Pyo
National Institute of Ecology, Korea Environment Institute and Pusan National University
Downloads 54 (1,020,567)

Abstract:

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deep learning, aquatic ecosystem health index, autoencoder, convolutional neural network

2.

Deep Reinforcement Learning–based Optimal Weir Operation to Control Cyanobacteria under Extreme Hydrological and Temperature Variations

Number of pages: 49 Posted: 04 Dec 2025
Yeungnam University, affiliation not provided to SSRN, affiliation not provided to SSRN, Yeungnam University, Pusan National University, Korea University and Yeungnam University
Downloads 38 (1,249,711)

Abstract:

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Deep reinforcement learning, Long Short-Term Memory, Cyanobacteria, Weir operation, climate change

3.

Deep Reinforcement Learning–Based Optimal Weir Operation to Control Cyanobacteria Under Extreme Hydrological and Temperature Variations

Number of pages: 59 Posted: 18 Jul 2025
Yeungnam University, affiliation not provided to SSRN, affiliation not provided to SSRN, Yeungnam University, Pusan National University, Korea University and Yeungnam University
Downloads 36 (1,263,436)

Abstract:

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Deep reinforcement learning, Long Short-Term Memory, Cyanobacteria, Weir operation, Climate Change

4.

Surrogate-based Digital Twin Framework for Chemical Accident Simulation Using Graph Neural Network and Augmented Reality

Number of pages: 46 Posted: 18 Apr 2026
Yeungnam University, Yeungnam University, Pusan National University, Korea Atomic Energy Research Institute, Dongguk University, Yeungnam University and Yeungnam University
Downloads 22 (1,436,435)

Abstract:

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Augmented reality, Digital Twin, GCN-LSTM, Surrogate modeling, Water quality accident