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NaHyeon Gwon

Yeungnam University

Daedong street

Kyongsan, 712-749

Korea, Republic of (South Korea)

  • Yeungnam University

SCHOLARLY PAPERS

2

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71

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Scholarly Papers (2)

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1.

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

Number of pages: 49 Posted: 04 Dec 2025
NaHyeon Gwon, Heejong Son, Eun-Young Jung, Minhyuk Jeung, JongCheol Pyo, Kyunghwa Cho and Sang-Soo Baek
Yeungnam University, affiliation not provided to SSRN, affiliation not provided to SSRN, Yeungnam University, Pusan National University, Korea University and Yeungnam University
Downloads 36 (1,249,711)

Abstract:

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

2.

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

Number of pages: 59 Posted: 18 Jul 2025
NaHyeon Gwon, Heejong Son, Eun-Young Jung, Minhyuk Jeung, JongCheol Pyo, Kyunghwa Cho and Sang-Soo Baek
Yeungnam University, affiliation not provided to SSRN, affiliation not provided to SSRN, Yeungnam University, Pusan National University, Korea University and Yeungnam University
Downloads 35 (1,263,436)

Abstract:

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