Impact of Arrhenius activation energy and Brownian motion on Darcy–Forchheimer flow of ternary nanofluids past a porous medium DOI

P. Chandrakala,

V. Srinivasa Rao

Multiscale and Multidisciplinary Modeling Experiments and Design, Journal Year: 2024, Volume and Issue: 8(1)

Published: Nov. 11, 2024

Language: Английский

Deep learning-based Adam optimization for magnetohydrodynamics radiative thin film flow of ternary hybrid nanofluid with oscillatory boundary conditions DOI
Jian Wang, Maddina Dinesh Kumar, S. Mamatha Upadhya

et al.

Chaos Solitons & Fractals, Journal Year: 2025, Volume and Issue: 196, P. 116448 - 116448

Published: April 19, 2025

Language: Английский

Citations

0

Peristaltic rotating motion of couple stress nanofluid affected by Soret and Dufour effects: An application to nanotechnology DOI
Anum Tanveer,

Iram,

S. Saleem

et al.

ZAMM ‐ Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik, Journal Year: 2025, Volume and Issue: 105(5)

Published: April 19, 2025

Abstract This study analyzes the effects of thermal radiation in a rotating frame with peristaltic motion couple stress nanofluids. The channel rotates at constant angular speed around z ‐axis and is filled fluid. Heat mass transfer effects, including thermo‐diffusion (Dufour) thermal‐diffusion (Soret) are considered along convective boundary conditions viscous dissipation. aims to understand behavior nanofluids under rotation, influenced by thermophoresis Brownian motion. governing nonlinear equations transformed into dimensionless form assumptions long wavelength low Reynolds number solved numerically using MATHEMATICA NDSolve function. results reveal that rotation enhances primary velocity while reducing secondary velocity. Soret Dufour significantly influence concentration distribution, exhibit opposite impacts on temperature concentration. analysis isotherms contours highlights variations nanoparticle distribution. These findings provide valuable insights interplay peristalsis, nanofluid transport, applications biomedical engineering, microfluidic systems, industrial heat exchangers.

Language: Английский

Citations

0

Morlet Wavelet Neural Networks‐Based Intelligent Approach to Analyze the Impact of Aligned Magnetic Field on a Nanofluid Thin Film Flow With Irreversibility Analysis and Chemical Reactions DOI Creative Commons
Muhammad Ramzan,

Xiangning Zhou,

Abdulkafi Mohammed Saeed

et al.

Journal of Mathematics, Journal Year: 2025, Volume and Issue: 2025(1)

Published: Jan. 1, 2025

This article investigates the flow and heat transfer of a nanofluid liquid film containing carbon nanotube nanoparticles over stretching surface under influence an aligned magnetic field in Darcy‐Forchheimer absorbent medium. The study examines two aqueous‐based combinations: one with single‐wall nanotubes (SWCNTs) other multi‐WCNTs (MWCNTs). choice these is owing to their amazing characteristics including feather‐weight, remarkable thermal electrical conductivities, chemical mechanical steadiness. These flows are influenced by variable nonuniform source/sink effects radiation. Furthermore, analysis incorporates distinct homogeneous‐heterogeneous (h‐h) reactions. novel unsupervised Morlet wavelet neural networks (MW‐NNs), combined heuristic algorithm, used solve nonlinear ordinary differential equations (ODEs). MW function transforms ODEs into artificial NNs‐based fitness then particle swarm optimization (PSO) for optimal values. weights MW‐NNs optimized using PSO within range −10 10. To evaluate convergence this approach, fifty independent runs were performed compute statistical results presented through illustrations tabulated estimates. It witnessed that fluid velocity shows conflicting trends thickness parameters. also examined temperature enhanced radiation

Language: Английский

Citations

0

Ternary nanofluid dynamics in stagnated flow with exponential heat and inclined magnetic field: Applications in advanced cooling and aerospace system DOI
Shikha Chandel, Diksha Sharma

International Journal of Heat and Fluid Flow, Journal Year: 2024, Volume and Issue: 109, P. 109508 - 109508

Published: July 25, 2024

Language: Английский

Citations

3

Neural network-based thermal analysis of stratified nanostructured materials with couple-stress nanofluid flow and gyrotactic microorganisms under exponential heating/cooling conditions DOI
Sidra Jubair, Bilal Ali, Md Irfanul Haque Siddiqui

et al.

Modern Physics Letters B, Journal Year: 2024, Volume and Issue: unknown

Published: June 15, 2024

The heterogeneous fluid model is expressed for the nanofluid flow to study significance of Fourier’s and Fick’s laws. magnetohydrodynamics couple-stress bioconvective considered across an extending surface with effect exponential heat source/sink stratified boundary conditions. solid nanoparticulates concentrations motile microorganisms are added nonlinear system differential equations conveying non-Newtonian nanoliquid model. Moreover, combined flux thermal radiation also evaluated. similarity transformations employed transfigure partial into lowest order ordinary equations. Artificial Neural Network Levenberg Marquardt Back-propagation optimization algorithm solve these To authenticate outcomes, dataset formed using MATLAB package “bvp4c”. created diverse circumstances factors, as well validation testing Network. accuracy estimated through numerous statistical tools (histogram, curve fitting, regression measures, performance plots). outcomes presented table figures. It has been noticed that declines influence magnetic field mixed convection. temperature augments enhancement thermophoresis effect, buoyancy ratio factor, Rayleigh number, radiation. concentration lessens under impact Lewis number while enriched outcome stratification parameter. absolute error reference targeted date attained within 10[Formula: see text]–10[Formula: text] proves exceptional precision results.

Language: Английский

Citations

3

Numerical analysis of TiO2–Al2O3/water and Ag–MoS2/water hybrid nanofluid flow over a rotating disk with thermal radiation and Cattaneo–Christov heat flux effects DOI
Nahid Fatima, Ali Basem, Umar Farooq

et al.

Mechanics of Time-Dependent Materials, Journal Year: 2024, Volume and Issue: 28(3), P. 1313 - 1329

Published: Aug. 19, 2024

Language: Английский

Citations

2

Effect of thin film thickness of ferrofluid on inclined bioconvective flow DOI
Anupam Bhandari

Chinese Journal of Physics, Journal Year: 2024, Volume and Issue: unknown

Published: Oct. 1, 2024

Language: Английский

Citations

1

Phase transitions and instabilities in microorganism-infused Cross liquid: a numerical study DOI
Latif Ahmad,

Shah Islam,

Aisha M. Alqahtani

et al.

Multiscale and Multidisciplinary Modeling Experiments and Design, Journal Year: 2024, Volume and Issue: 8(1)

Published: Nov. 16, 2024

Language: Английский

Citations

1

Convective heat transfer analysis of hybrid nanofluid over shrinking/stretching surfaces with velocity slip DOI
Ahmed M. Galal, Fahad M. Alharbi, Mubashar Arshad

et al.

Journal of Thermal Analysis and Calorimetry, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 20, 2024

Language: Английский

Citations

1

Optimizing solar panel performance: a novel algorithm incorporating a duct with helical tape filled with a mixture of water and hybrid nano-powders DOI

A. Anisi,

M. Sheikholeslami,

Z. Khalili

et al.

Journal of Thermal Analysis and Calorimetry, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 11, 2024

Language: Английский

Citations

0