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2026
7
Title
Keywords
Authors
Present at
Date
Location
DOI
Acknowledgment
Cycle-Resolved EnergyPlus Co-simulation of Air-Source Heat Pump Boilers for Refrigerant Substitution
Open
Air source heat pump
DHW system
Thermodynamics
Jo H
Shukuya M
Choi W
ASim
2026/11/16
Singapore
RS-2025-00512551
Exergy
Ground source heat pump
Thermodynamics
Park S
Jo H
Shukuya M
Choi W
SAREK
2026/06/26
Pyeongchang
RS-2025-00512551
Thermodynamics
Air source heat pump
Jo H
Park S
Shukuya M
Choi W
SAREK
2026/06/25
Pyeongchang
RS-2025-00512551
Air source heat pump
Numerical analysis
Exergy
DHW system
Jo H
Shukuya M
Choi W
AIK
2026/04/28
Seoul
RS-2025-00512551
2025
7
Title
Keywords
Authors
Present at
Date
Location
DOI
Acknowledgment
Exergy
Air source heat pump
Indoor environmental quality
Jo H
Park S
Shukuya M
Choi W
SAREK
2025/11/28
Seoul
RS-2023-00277318
RS-2025-00512551
ํ ์ ์ด์ ํญ๊ณผ ๋๋งค ์ด์ญํ์ ์ฌ์ดํด์ ๋์ ๋ณํ๋ฅผ ๊ณ ๋ คํ ์ง์ด์ ํํธํํ ๋ณด์ผ๋ฌ์ ์๋์ง ๋ฐ ์์์ง ๋ถ์
Open
Exergy
Numerical analysis
DHW system
Jo H
Shukuya M
Choi W
KIAEBS
2025/11/14
Chungju
RS-2023-00277318
RS-2025-00512551
Ground source heat pump
Exergy
Numerical analysis
Jo H
Park S
Choi W
KSGHE
2025/10/30
Busan
RS-2023-00277318
RS-2025-00512551
Exergy
Thermodynamics
DHW system
Jo H
Shukuya M
Choi W
SAREK
2025/06/19
Pyeongchang
RS-2025-00512551
RS-2023-00277318
Exergy
Ground source heat pump
Park S
Jo H
Shukuya M
Choi W
SAREK
2025/06/19
Pyeongchang
RS-2025-00512551
RS-2023-00277318
2024
11
Title
Keywords
Authors
Present at
Date
Location
DOI
Acknowledgment
Comparison of pseudo unsteady-state and fully unsteady-state thermal exergy analyses for internally and externally insulated building envelopes
Open
Heat transfer
Thermodynamics
Exergy
Numerical analysis
Jo H
Kim Y
Shukuya M
Choi W
ASim
2024/12/09
Osaka
RS-2023-00277318
RS-2024-00394776
2022R1A4A1033838
Exergy
Air source heat pump
Ground source heat pump
Park S
Jo H
Kim YS
Shukuya M
Choi W
SAREK
2024/11/29
Seoul
RS-2023-00277318
2022R1A4A1033838
์ค ๋น์ ์์ํ์ ์์ ๋น์ ์์ํ ์์์ง ๋ถ์๋ฒ์ ๋น๊ต: ๋ด๋จ์ด๊ณผ ์ธ๋จ์ด ๊ฑด๋ฌผ ์ธํผ์ ๋ํ ์ฌ๋ก ์ฐ๊ตฌ
Open
Exergy
Heat transfer
Jo H
Shukuya M
Choi W
SAREK
2024/11/29
Seoul
RS-2023-00277318
2022R1A4A1033838
๋น์ง๋ ๋์กฐํ์ต ์๊ณ์ด ์ธ์ฝ๋๋ฅผ ์ด์ฉํ ์ ์ดํ์ต: ์์ค ๋ฐ์ดํฐ์
์ ํ์ ๋ฐ๋ฅธ ์์ธก ์ฑ๋ฅ ๋ณํ
Open
Transfer learning
Deep learning
Choi W
Lee S
Langtry M
Choudhary R
SAREK
2024/11/29
Seoul
RS-2023-00277318
์ค ๋น์ ์์ํ์ ์์ ๋น์ ์์ํ ์์์ง ๋ถ์๋ฒ์ ์๊ณต๊ฐ์ ๋น๊ต: ์ดํ์ฐ๊ณ์์ ์์คํ
๊ธธ์ด์ ๋ฐ๋ฅธ ์ ์ ์ฑ ๋ถ์
Open
Exergy
Heat transfer
Jo H
Shukuya M
Choi W
KIAEBS
2024/11/15
Jeju
2022R1A4A1033838
๋ฐ์ดํฐ ํ๋ผ์ด๋ฒ์ ๋ณดํธ๋ฅผ ์ํ ์ต๋ช
ํ๋ ์๊ณ์ด ๋ฐ์ดํฐ ๊ธฐ๋ฐ์ ์ ์ดํ์ต ํ๋ ์์ํฌ ๊ฐ๋ฐ
Open
Deep learning
Transfer learning
Choi W
KIAEBS
2024/11/15
Jeju
์ต๋ช
ํ๋ ๋ฐ์ดํฐ๋ฅผ ์ด์ฉํ ๊ฑด๋ฌผ ์ ๋ ฅ ์ฌ์ฉ๋ ์์ธก ๋ชจ๋ธ์ ์ ์ดํ์ต ๊ธฐ๋ฒ
Open
Machine learning
Transfer learning
Choi W
Lee S
Langtry M
Choudhary R
SAREK
2024/06/19
Pyeongchang
RS-2023-00277318
๋ณต์ฌ์ ๋๋ฅ๋ฅผ ํตํฉํ ๊ฑด๋ฌผ ์ธํผ์์์ ๋น์ ์์ํ ์์์ง ์ ๋ฌ ๊ณผ์ ๋ถ์
Open
Exergy
Heat transfer
Numerical analysis
Kim S
Jo H
Shukuya M
Choi W
SAREK
2024/06/19
Pyeongchang
RS-2023-00277318
2022R1A4A1033838
์ ์ญ๋ฏผ๊ฐ๋๋ถ์ ๊ธฐ๋ฐ์ ๊ฑด๋ฌผ ๊ท๋ชจ์ ๋ฐ๋ฅธ ์ง์ด๊ตํ๊ธฐ ์ค๊ณ ์ํฅ ํ๋ผ๋ฏธํฐ ์๋์ ๊ธฐ์ฌ๋ ๋ณํ ๋ถ์
Open
Uncertainty quantification
Ground source heat pump
Shin E
Kim YS
Choi W
SAREK
2024/06/19
Pyeongchang
RS-2023-00277318
2022R1A4A1033838
A case study on the use of AI methods towards bridging the gap between design and operation of ground-source heat pump systems
Open
Machine learning
Ground source heat pump
Makasis N
Kreitmair M
Zhuang C
Menberg K
Choi W
Choudhary R
EGU General Assembly
2024/04/17
Vienna, Austria
https://doi.org/10.5194/egusphere-egu24-168282023
19
Title
Keywords
Authors
Present at
Date
Location
DOI
Acknowledgment
๋ณต์ฌ์ ๋๋ฅ ์์์ง ์ ๋ฌ์ ๊ณ ๋ คํ ๊ฑด๋ฌผ ์ธํผ์ ๋ํ ๊ณ์ ๋ณ ๋น์ ์์ํ ์์์ง ๋ถ์
Open
Exergy
Heat transfer
Thermodynamics
Kim S
Jo H
Shukuya M
Choi W
SAREK
2023/11/24
Seoul
RS-2023-00277318
์ธํผ ๋จ์ด์ฌ ์์น์ ๋ฐ๋ฅธ ๋์ ๊ฒฝ๊ณ์กฐ๊ฑด ์ ์์ํ ์์์ง ๋ถ์๋ฒ์ ์ ์ ์ฑ ๋ถ์
Open
Exergy
Thermodynamics
Heat transfer
Jo H
Shukuya M
Choi W
SAREK
2023/11/24
Seoul
RS-2023-00277318
Exergy
Heat transfer
Numerical analysis
Thermodynamics
Jo H
Shukuya M
Choi W
KIAEBS
2023/11/10
Busan
RS-2023-00277318
์ง์ด๊ตํ๊ธฐ ์ค๊ณ ํ๋ผ๋ฏธํฐ ๋ถํ์ค์ฑ์ ๊ธฐ์ธํ ์ง์ด๊ตํ๊ธฐ ์ถ๊ตฌ ์ ์ฒด ์จ๋ ๋ณ๋์ฑ ๋ถ์
Open
Ground source heat pump
Uncertainty quantification
Kim Y
Shin E
Kim YS
Choi W
KIAEBS
2023/11/10
Busan
RS-2023-00277318
2022R1A4A1033838
Uncertainty quantification
Ground source heat pump
Shin E
Kim Y
Choi W
KSES
2023/11/07
Yeosu
RS-2023-00277318
2022R1A4A1033838
ํ ์ ์ด์๋ต ํจ์ ๋ถํ์ค์ฑ์ ์ํ ์ง์ดํํธํํ ์
๊ตฌ ์ ์ฒด ์จ๋ ๋ณํ์ ํ๋ฅ ๋ก ์ ๋ถ์
Open
Uncertainty quantification
Ground source heat pump
Kim Y
Shin E
Kim YS
Choi W
KSGHE
2023/10/12
Gwangju
RS-2023-00277318
2022R1A4A1033838
Uncertainty quantification
Ground source heat pump
Shin E
Kim Y
Kim YS
Choi W
KSGHE
2023/10/12
Gwangju
RS-2023-00277318
2022R1A4A1033838
๊ฑด์ถ์ฌ๋ฃ์ ์ดํ์ฐ๊ณ์์ ์์คํ
๋๊ป์ ๋ฐ๋ฅธ ๋์ ์ํ์ ๋น์ ์์ํ ์์์ง ๋ถ์๋ฒ ๋น๊ต
Open
Exergy
Heat transfer
Thermodynamics
Jo H
Choi W
SAREK
2023/06/22
Pyeongchang
RS-2022-00165723
๊ฑด๋ฌผ ๋๋ฉ์ธ์ ํฌํจํ ์ค๊ณ ํ๋ผ๋ฏธํฐ๋ค์ ๋ถํ์ค์ฑ์ด ์ง์ด๊ตํ๊ธฐ ์ค๊ณ ๊ธธ์ด ๋ถํ์ค์ฑ์ ๋ฏธ์น๋ ์ํฅ ๋ถ์
Open
Ground source heat pump
Uncertainty quantification
Shin E
Kim Y
Choi W
SAREK
2023/06/22
Pyeongchang
RS-2022-00165723
๋ค์ํ ์ง์ด๊ตํ๊ธฐ ํด๋ฌ์คํฐ์ ์ด์๋ต ํจ์ ๋ถํ์ค์ฑ์ ๊ด๋ จ๋ ๋ณ์ ๊ธฐ์ฌ๋์ ์๊ฐ์ ๋ณํ ๋ถ์
Open
Ground source heat pump
Uncertainty quantification
Kim Y
Shin E
Choi W
SAREK
2023/06/22
Pyeongchang
RS-2022-00165723
ํด์๊ฐ๋ฅํ ๋ฅ๋ฌ๋ ๋ชจ๋ธ์ ์ด์ฉํ ์
๋ ฅ ์๊ณ์ด ๊ธธ์ด์ ๋ฐ๋ฅธ ์๊ณ์ด ๋ชจ๋ธ ์์ธก ์๋ฆฌ์ ๋ณํ ๋ถ์
Open
Machine learning
Explainable AI
Choi W
SAREK
2023/06/22
Pyeongchang
RS-2022-00165723
2022-2664
Comparison of dynamic and unsteady-state exergy analyses for materials with different thermal diffusivities
Open
Exergy
Numerical analysis
Heat transfer
Jo H
Choi W
Shukuya M
IAQVEC
2023/05/21
Tokyo, Japan
RS-2022-00165723
2022R1A4A1033838
Uncertainty quantification of borehole heat exchanger design length based on a global sensitivity analysis
Open
Uncertainty quantification
Ground source heat pump
Shin E
Kim Y
Kim YS
Choi W
IAQVEC
2023/05/21
Tokyo, Japan
RS-2022-00165723
2022R1A4A1033838
์ดํ์ฐ๊ณ์๊ฐ ๋ค๋ฅธ ๊ท ์ผ๋ฌผ์ง์ ๋ํ ๋์ ์์์ง ๋ถ์๋ฒ๊ณผ ๋น์ ์์ํ ์์์ง ๋ถ์๋ฒ์ ๋น๊ต
Open
Exergy
Heat transfer
Thermodynamics
Jo H
Choi W
AIK
2023/04/28
Busan
RS-2022-00165723
์ ์ญ ๋ฏผ๊ฐ๋ ๋ถ์์ ํ์ฉํ ํ ์ ์ด์๋ต ํจ์ ๊ด๋ จ ๋ณ์์ ์๊ฐ์ ๋ฐ๋ฅธ ๊ธฐ์ฌ๋ ๋ณํ ๋ถ์
Open
Ground source heat pump
Uncertainty quantification
Kim Y
Shin E
Choi W
AIK
2023/04/28
Busan
RS-2022-00165723
Uncertainty quantification
Ground source heat pump
Shin E
Kim Y
Choi W
Kim YS
AIK
2023/04/28
Busan
RS-2022-00165723
2022R1A4A1033838
ํด์ ๊ฐ๋ฅํ ๋จธ์ ๋ฌ๋ ๋ชจ๋ธ์ ์ด์ฉํ ์
๋ ฅ ์๊ณ์ด ๊ธธ์ด๊ฐ ์์ธก ์ฑ๋ฅ์ ๋ฏธ์น๋ ์ํฅ ๋ถ์
Open
Explainable AI
Choi W
AIK
2023/04/28
Busan
RS-2022-00165723
2022
4
Title
Keywords
Authors
Present at
Date
Location
DOI
Acknowledgment
Machine learning
Heat transfer
Deep learning
Choi W
KIAEBS
2022/11/25
Seoul
RS-2022-00165723
ITAS0318220110020001000100100
Uncertainty quantification
Ground source heat pump
Shin E
Kim Y
Choi W
KIAEBS
2022/11/25
Seoul
RS-2022-00165723
ITAS0318220110020001000100100