Comparison of predictive tools for supercritical CO2 horizontal cooling and the impact of artificial neural network input–output parameter selection

Nicholas C. Lopes; Vinusha Dasarla; Yang Chao; Prashant Shekhar; Sandra K.S. Boetcher; Mark A. Ricklick

doi:10.1016/j.applthermaleng.2024.125360

Comparison of predictive tools for supercritical CO₂ horizontal cooling and the impact of artificial neural network input–output parameter selection

Nicholas C. Lopes
, Vinusha Dasarla
, Yang Chao
, Prashant Shekhar
, Sandra K.S. Boetcher
, Mark A. Ricklick

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	125360
Journal	Applied Thermal Engineering
Volume	263
DOIs	https://doi.org/10.1016/j.applthermaleng.2024.125360
State	Published - Mar 15 2025
Externally published	Yes

ASJC Scopus Subject Areas

Energy Engineering and Power Technology
Mechanical Engineering
Fluid Flow and Transfer Processes
Industrial and Manufacturing Engineering

Keywords

Artificial neural networks
Cooling
Horizontal
Machine learning
Supercritical carbon dioxide

Access to Document

10.1016/j.applthermaleng.2024.125360

Cite this

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title = "Comparison of predictive tools for supercritical CO2 horizontal cooling and the impact of artificial neural network input–output parameter selection",

keywords = "Artificial neural networks, Cooling, Horizontal, Machine learning, Supercritical carbon dioxide",

author = "Lopes, \{Nicholas C.\} and Vinusha Dasarla and Yang Chao and Prashant Shekhar and Boetcher, \{Sandra K.S.\} and Ricklick, \{Mark A.\}",

note = "Publisher Copyright: {\textcopyright} 2025 Elsevier Ltd",

year = "2025",

month = mar,

day = "15",

doi = "10.1016/j.applthermaleng.2024.125360",

language = "English",

volume = "263",

journal = "Applied Thermal Engineering",

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T1 - Comparison of predictive tools for supercritical CO2 horizontal cooling and the impact of artificial neural network input–output parameter selection

AU - Lopes, Nicholas C.

AU - Dasarla, Vinusha

AU - Chao, Yang

AU - Shekhar, Prashant

AU - Boetcher, Sandra K.S.

AU - Ricklick, Mark A.

PY - 2025/3/15

Y1 - 2025/3/15

KW - Artificial neural networks

KW - Cooling

KW - Horizontal

KW - Machine learning

KW - Supercritical carbon dioxide

UR - https://www.scopus.com/pages/publications/85214015286

UR - https://www.scopus.com/pages/publications/85214015286#tab=citedBy

U2 - 10.1016/j.applthermaleng.2024.125360

DO - 10.1016/j.applthermaleng.2024.125360

M3 - Article

AN - SCOPUS:85214015286

SN - 1359-4311

VL - 263

JO - Applied Thermal Engineering

JF - Applied Thermal Engineering

M1 - 125360