Thermal analysis of flat plate solar air heater system with radiation reflectors and W-shaped roughness: artificial neural network & machine learning approach

Piyush Kumar Jain, Kawal Lal Kurrey, Vikas Pandey, Jitesh R. Shinde, Abhishek Narayan Tripathi, Niraj Kumar Dewangan

Open source

DOI
10.1038/s41598-026-41922-4
Published
2026-03-02
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-41922-4,
  title = {Thermal analysis of flat plate solar air heater system with radiation reflectors and W-shaped roughness: artificial neural network \& machine learning approach},
  author = {Piyush Kumar Jain and Kawal Lal Kurrey and Vikas Pandey and Jitesh R. Shinde and Abhishek Narayan Tripathi and Niraj Kumar Dewangan},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-41922-4},
  url = {https://doi.org/10.1038/s41598-026-41922-4}
}

RIS

TY  - JOUR
TI  - Thermal analysis of flat plate solar air heater system with radiation reflectors and W-shaped roughness: artificial neural network & machine learning approach
AU  - Piyush Kumar Jain
AU  - Kawal Lal Kurrey
AU  - Vikas Pandey
AU  - Jitesh R. Shinde
AU  - Abhishek Narayan Tripathi
AU  - Niraj Kumar Dewangan
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-41922-4
UR  - https://doi.org/10.1038/s41598-026-41922-4
ER  - 

APA

Jain, P. K., Kurrey, K. L., Pandey, V., Shinde, J. R., Tripathi, A. N., & Dewangan, N. K. (2026). Thermal analysis of flat plate solar air heater system with radiation reflectors and W-shaped roughness: artificial neural network & machine learning approach. Scientific Reports. https://doi.org/10.1038/s41598-026-41922-4

Source records