Performance enhancement of photovoltaic thermal collectors using water based MnO2 nanofluids and machine learning models
M
M. P. Rajakumar
S
S. Senthil Kumar
B
B. Srimanickam
S
S. Srividhya
K
K. Elangovan
N
Nandagopal Kaliappan
K
K. Kamakshi Priya
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 15, Issue 1
Published
November 13, 2025
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (7)
M
M. P. Rajakumar
S
S. Senthil Kumar
B
B. Srimanickam
S
S. Srividhya
K
K. Elangovan
N
Nandagopal Kaliappan
K
K. Kamakshi Priya
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