Impact of Data Representation on Artificial Neural Network Performance in sCO2 Cooling Applications

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

doi:10.2514/6.2023-0390

Impact of Data Representation on Artificial Neural Network Performance in sCO₂ Cooling Applications

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

Embry-Riddle Aeronautical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	AIAA SciTech Forum and Exposition, 2023
Publisher	American Institute of Aeronautics and Astronautics Inc, AIAA
ISBN (Print)	9781624106996
DOIs	https://doi.org/10.2514/6.2023-0390
State	Published - 2023
Externally published	Yes
Event	AIAA SciTech Forum and Exposition, 2023 - Orlando, United States Duration: Jan 23 2023 → Jan 27 2023

Publication series

Name	AIAA SciTech Forum and Exposition, 2023

Conference

Conference	AIAA SciTech Forum and Exposition, 2023
Country/Territory	United States
City	Orlando
Period	1/23/23 → 1/27/23

ASJC Scopus Subject Areas

Aerospace Engineering

Access to Document

10.2514/6.2023-0390

Cite this

Dasarla, V., Chao, Y., Lopes, N. C., Ricklick, M. A., Shekhar, P., & Boetcher, S. K. S. (2023). Impact of Data Representation on Artificial Neural Network Performance in sCO₂ Cooling Applications. In AIAA SciTech Forum and Exposition, 2023 (AIAA SciTech Forum and Exposition, 2023). American Institute of Aeronautics and Astronautics Inc, AIAA. https://doi.org/10.2514/6.2023-0390

Impact of Data Representation on Artificial Neural Network Performance in sCO₂ Cooling Applications. / Dasarla, Vinusha; Chao, Yang; Lopes, Nicholas C. et al.
AIAA SciTech Forum and Exposition, 2023. American Institute of Aeronautics and Astronautics Inc, AIAA, 2023. (AIAA SciTech Forum and Exposition, 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Dasarla, V, Chao, Y, Lopes, NC, Ricklick, MA, Shekhar, P & Boetcher, SKS 2023, Impact of Data Representation on Artificial Neural Network Performance in sCO₂ Cooling Applications. in AIAA SciTech Forum and Exposition, 2023. AIAA SciTech Forum and Exposition, 2023, American Institute of Aeronautics and Astronautics Inc, AIAA, AIAA SciTech Forum and Exposition, 2023, Orlando, United States, 1/23/23. https://doi.org/10.2514/6.2023-0390

@inproceedings{aba8697996654888931f4f7a034dd684,

title = "Impact of Data Representation on Artificial Neural Network Performance in sCO2 Cooling Applications",

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

note = "Publisher Copyright: {\textcopyright} 2023, American Institute of Aeronautics and Astronautics Inc, AIAA. All rights reserved.; AIAA SciTech Forum and Exposition, 2023 ; Conference date: 23-01-2023 Through 27-01-2023",

year = "2023",

doi = "10.2514/6.2023-0390",

language = "English",

isbn = "9781624106996",

series = "AIAA SciTech Forum and Exposition, 2023",

publisher = "American Institute of Aeronautics and Astronautics Inc, AIAA",

booktitle = "AIAA SciTech Forum and Exposition, 2023",

}

TY - GEN

T1 - Impact of Data Representation on Artificial Neural Network Performance in sCO2 Cooling Applications

AU - Dasarla, Vinusha

AU - Chao, Yang

AU - Lopes, Nicholas C.

AU - Ricklick, Mark A.

AU - Shekhar, Prashant

AU - Boetcher, Sandra K.S.

PY - 2023

Y1 - 2023

UR - https://www.scopus.com/pages/publications/85198751768

UR - https://www.scopus.com/inward/citedby.url?scp=85198751768&partnerID=8YFLogxK

U2 - 10.2514/6.2023-0390

DO - 10.2514/6.2023-0390

M3 - Conference contribution

AN - SCOPUS:85198751768

SN - 9781624106996

T3 - AIAA SciTech Forum and Exposition, 2023

BT - AIAA SciTech Forum and Exposition, 2023

PB - American Institute of Aeronautics and Astronautics Inc, AIAA

T2 - AIAA SciTech Forum and Exposition, 2023

Y2 - 23 January 2023 through 27 January 2023

ER -