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Geunhyeong Lee

Korea Atomic Energy Research Institute

SCHOLARLY PAPERS

3

DOWNLOADS

293

TOTAL CITATIONS

0

Scholarly Papers (3)

Design Optimization of Heat Exchanger Using Deep Reinforcement Learning

Number of pages: 24 Posted: 03 Jun 2024
Korea Atomic Energy Research Institute, affiliation not provided to SSRN, Korea Atomic Energy Research Institute, affiliation not provided to SSRN, Korea Atomic Energy Research Institute and Korea Atomic Energy Research Institute
Downloads 125 (586,679)

Abstract:

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Heat exchanger, topology optimization, Reinforcement learning, 3D printing, Micro nuclear reactor, PCHE

Design Optimization of Heat Exchanger Using Deep Reinforcement Learning

Number of pages: 24 Posted: 18 May 2024
Korea Atomic Energy Research Institute, affiliation not provided to SSRN, Korea Atomic Energy Research Institute, affiliation not provided to SSRN, Korea Atomic Energy Research Institute and Korea Atomic Energy Research Institute
Downloads 62 (976,517)

Abstract:

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Heat exchanger, Topology optimization, Reinforcement learning, 3D printing, Micro nuclear reactor, PCHE

2.

Dual-Fluid Topology Optimization of Printed-Circuit Heat Exchanger with Low-Pumping-Power Design

Number of pages: 20 Posted: 08 Nov 2022
Geunhyeong Lee, Younghwan Joo, Yonggyun Yu and Hyun-Gil Kim
Korea Atomic Energy Research Institute, affiliation not provided to SSRN, Korea Atomic Energy Research Institute and Korea Atomic Energy Research Institute
Downloads 60 (961,006)

Abstract:

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Topology optimization, Printed-circuit heat exchanger, Dual fluid, Heat Transfer, 3D printing

3.

A Hybrid Genetic Algorithm and Reinforcement Learning Framework for Optimizing Thermal Management in High-Power Density Energy Systems

Number of pages: 22 Posted: 20 Sep 2025
Korea Atomic Energy Research Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 46 (1,121,190)

Abstract:

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Heat removal system, optimization, Genetic Algorithm, Reinforcement Learning, Beam dump, Heat exchanger