Prediction of viscosity of nickel ferrites/20W-50 engine oil-based nanofluids using ANN and RSM mathematical approaches

Malik M. Hafeezullah, Junaid Kareem Khan, Faizan Shamim, Muhammad Khalid, Zubair Ahmed Kalhoro, Abdul Waseem Shaikh

Open source

DOI
10.1016/j.mex.2026.104234
Published
2026-12
Container
MethodsX
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.mex.2026.104234,
  title = {Prediction of viscosity of nickel ferrites/20W-50 engine oil-based nanofluids using ANN and RSM mathematical approaches},
  author = {Malik M. Hafeezullah and Junaid Kareem Khan and Faizan Shamim and Muhammad Khalid and Zubair Ahmed Kalhoro and Abdul Waseem Shaikh},
  year = {2026},
  journal = {MethodsX},
  doi = {10.1016/j.mex.2026.104234},
  url = {https://doi.org/10.1016/j.mex.2026.104234}
}

RIS

TY  - JOUR
TI  - Prediction of viscosity of nickel ferrites/20W-50 engine oil-based nanofluids using ANN and RSM mathematical approaches
AU  - Malik M. Hafeezullah
AU  - Junaid Kareem Khan
AU  - Faizan Shamim
AU  - Muhammad Khalid
AU  - Zubair Ahmed Kalhoro
AU  - Abdul Waseem Shaikh
PY  - 2026
JO  - MethodsX
DO  - 10.1016/j.mex.2026.104234
UR  - https://doi.org/10.1016/j.mex.2026.104234
ER  - 

APA

Hafeezullah, M. M., Khan, J. K., Shamim, F., Khalid, M., Kalhoro, Z. A., & Shaikh, A. W. (2026). Prediction of viscosity of nickel ferrites/20W-50 engine oil-based nanofluids using ANN and RSM mathematical approaches. MethodsX. https://doi.org/10.1016/j.mex.2026.104234

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