Morlet-wavelet neural networks and sensitivity analysis in magnetized peristaltic flow subject to Soret–Dufour effects: An unsupervised approach

• Published in: International communications in heat and mass transfer Vol. 160; p. 108259
• Main Authors: Hussain, Zakir, Alghamdi, Metib, Aslam, Muhammad Naeem, Muhammad, Taseer
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.01.2025
• Subjects: Hall effect; Hybrid nanofluid; Morlet-wavelet neural network; Particle swarm optimization; Response surface methodology; Sensitivity analysis; Soret–Dufour effects; Sensitivity analysis; Hall effect; Response surface methodology; Particle swarm optimization; Soret–Dufour effects; Morlet-wavelet neural network; Hybrid nanofluid

This study discloses peristaltic flow under the influence of an inclined magnetic field, Hall effect, Soret-Dufour effects, and convective conditions in an asymmetric inclined channel. The physical characteristics of nanomaterials are incorporated into the flow. A mathematical flow model has been de...