Precise forecasting of shear stress, viscosity, and density for an aqueous CuO/CaCO3/SiO2 ternary hybrid nanofluid utilizing the artificial neural network

Yi Jin, Ali Basem, Ahmed Kateb Jumaah Al-Nussairi, Muthanna K. Kareem, Alimohammadi Hasanabad, Zhenghui Li, Soheil Salahshour

Open source

DOI
10.1038/s41598-025-29134-8
Published
2025-11-23
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-025-29134-8,
  title = {Precise forecasting of shear stress, viscosity, and density for an aqueous CuO/CaCO3/SiO2 ternary hybrid nanofluid utilizing the artificial neural network},
  author = {Yi Jin and Ali Basem and Ahmed Kateb Jumaah Al-Nussairi and Muthanna K. Kareem and Alimohammadi Hasanabad and Zhenghui Li and Soheil Salahshour},
  year = {2025},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-025-29134-8},
  url = {https://doi.org/10.1038/s41598-025-29134-8}
}

RIS

TY  - JOUR
TI  - Precise forecasting of shear stress, viscosity, and density for an aqueous CuO/CaCO3/SiO2 ternary hybrid nanofluid utilizing the artificial neural network
AU  - Yi Jin
AU  - Ali Basem
AU  - Ahmed Kateb Jumaah Al-Nussairi
AU  - Muthanna K. Kareem
AU  - Alimohammadi Hasanabad
AU  - Zhenghui Li
AU  - Soheil Salahshour
PY  - 2025
JO  - Scientific Reports
DO  - 10.1038/s41598-025-29134-8
UR  - https://doi.org/10.1038/s41598-025-29134-8
ER  - 

APA

Jin, Y., Basem, A., Al-Nussairi, A. K. J., Kareem, M. K., Hasanabad, A., Li, Z., & Salahshour, S. (2025). Precise forecasting of shear stress, viscosity, and density for an aqueous CuO/CaCO3/SiO2 ternary hybrid nanofluid utilizing the artificial neural network. Scientific Reports. https://doi.org/10.1038/s41598-025-29134-8

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