Intelligent neural network-based framework for Maxwell nanofluid flow with Soret-Dufour coupling and nonlinear thermal radiation.

Ishaq M, Ashraf MB, Fantaye AK, Zayani HM, Alshehery S, Alsawah GA, Khedher NB

Open source

DOI
10.1186/s11671-026-04888-w
Published
2026 Sep 23
Container
Discover nano
Publisher
Not recorded
Open access
yes

Credibility signals

limited evidence Score 45/100 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:10.1186/s11671-026-04888-w,
  title = {Intelligent neural network-based framework for Maxwell nanofluid flow with Soret-Dufour coupling and nonlinear thermal radiation.},
  author = {Ishaq M and Ashraf MB and Fantaye AK and Zayani HM and Alshehery S and Alsawah GA and Khedher NB},
  year = {2026},
  journal = {Discover nano},
  doi = {10.1186/s11671-026-04888-w},
  url = {https://doi.org/10.1186/s11671-026-04888-w}
}

RIS

TY  - JOUR
TI  - Intelligent neural network-based framework for Maxwell nanofluid flow with Soret-Dufour coupling and nonlinear thermal radiation.
AU  - Ishaq M
AU  - Ashraf MB
AU  - Fantaye AK
AU  - Zayani HM
AU  - Alshehery S
AU  - Alsawah GA
AU  - Khedher NB
PY  - 2026
JO  - Discover nano
DO  - 10.1186/s11671-026-04888-w
UR  - https://doi.org/10.1186/s11671-026-04888-w
ER  - 

APA

M, I., MB, A., AK, F., HM, Z., S, A., GA, A., & NB, K. (2026). Intelligent neural network-based framework for Maxwell nanofluid flow with Soret-Dufour coupling and nonlinear thermal radiation.. Discover nano. https://doi.org/10.1186/s11671-026-04888-w

Source records