Jamshaid Iqbal

Mathematician, P. h. D

Intelligent error-quantified surrogate modeling for EMHD peristaltic propulsion of Powell-Eyring nanofluid with activation energy effects using an LMS-enhanced neural network


Journal article


Jamshaid Iqbal, Yasir Akbar, Fahad Munir Abbasi, Bilal Ahmed
International Communications in Heat and Mass Transfer, vol. 178, Elsevier, 2026, p. 111554

Cite

Cite

APA   Click to copy
Iqbal, J., Akbar, Y., Abbasi, F. M., & Ahmed, B. (2026). Intelligent error-quantified surrogate modeling for EMHD peristaltic propulsion of Powell-Eyring nanofluid with activation energy effects using an LMS-enhanced neural network. International Communications in Heat and Mass Transfer, 178, 111554.


Chicago/Turabian   Click to copy
Iqbal, Jamshaid, Yasir Akbar, Fahad Munir Abbasi, and Bilal Ahmed. “Intelligent Error-Quantified Surrogate Modeling for EMHD Peristaltic Propulsion of Powell-Eyring Nanofluid with Activation Energy Effects Using an LMS-Enhanced Neural Network.” International Communications in Heat and Mass Transfer 178 (2026): 111554.


MLA   Click to copy
Iqbal, Jamshaid, et al. “Intelligent Error-Quantified Surrogate Modeling for EMHD Peristaltic Propulsion of Powell-Eyring Nanofluid with Activation Energy Effects Using an LMS-Enhanced Neural Network.” International Communications in Heat and Mass Transfer, vol. 178, Elsevier, 2026, p. 111554.


BibTeX   Click to copy

@article{iqbal2026a,
  title = {Intelligent error-quantified surrogate modeling for EMHD peristaltic propulsion of Powell-Eyring nanofluid with activation energy effects using an LMS-enhanced neural network},
  year = {2026},
  journal = {International Communications in Heat and Mass Transfer},
  pages = {111554},
  publisher = {Elsevier},
  volume = {178},
  author = {Iqbal, Jamshaid and Akbar, Yasir and Abbasi, Fahad Munir and Ahmed, Bilal}
}