Development of machine learning algorithm for assessment of heat transfer of ternary hybrid nanofluid flow towards three different geometries: case of artificial neural …

A Mishra, SK Rawat, M Yaseen, M Pant - Heliyon, 2023 - cell.com
The focus of this paper revolves around the examination of flow of ternary hybrid nanofluid,
specifically the Al 2 O 3–Cu-CNT/water mixture, with buoyancy effect, across three distinct …

Quantitative analysis of the electromagnetic hybrid nanofluid flow within the gap of two tubes using deep learning neural networks

M Amin, FA Awwad, EAA Ismail, M Ishaq… - … Modeling in Materials …, 2024 - emerald.com
Purpose (1) A mathematical model for the Hybrid nanofluids flow is used as carriers for
delivering drugs.(2) The flow conditions are controlled to enable drug-loaded nanofluids to …

[HTML][HTML] Amplitude of heat and mass transfer of gravity-driven convective oscillatory flow along inclined heated plate under reduced gravity and viscosity

ER El-Zahar, LF Seddek, Z Ullah, MS Aldhabani… - Case Studies in Thermal …, 2024 - Elsevier
As gravitation grows, the impact of interaction across two particles improves. The force of
gravity is a critical process of transferring material along an angled surface. The main …

The use of neural computational analysis for drug delivery applications results in hybrid nanofluid flow between the uniform gap of two concentric tubes

SO Alharbi, HAEW Khalifa, T Gul, R Alharbi… - Discover Applied …, 2024 - Springer
The blood-based Ag and TiO2 Hybrid nanofluids (HNFs) flow between the two tubes are
used for drug delivery applications. Ag and TiO2 hybrid nanofluids have immense potential …

[HTML][HTML] Melting heat transfer rheology in bioconvection cross nanofluid flow confined by a symmetrical cylindrical channel with thermal conductivity and swimming …

FA Awwad, EAA Ismail, T Gul, W Khan, I Ali - Symmetry, 2023 - mdpi.com
Nonlinear thermal transport of non-Newtonian polymer flows is an increasingly important
area in materials engineering. Motivated by new developments in this area which entail …

[HTML][HTML] Stochastic analysis through Levenberg Marquardt backpropagation neural networks for radiative Carreau nanofluid flow subject to chemical reaction

Z Shah, S Alzhrani, MAZ Raja, AA Pasha… - Ain Shams Engineering …, 2024 - Elsevier
The aim of this research work is to estimate and analyze the solution of rheological chemical
reactive Carreau nanofluid (CNRFM) induced by exponentially extended surface (EES) …

[HTML][HTML] Comparative numerical analysis for the error estimation of the fluid flow over an inclined axisymmetric cylinder with a gyrotactic microbe

FA Awwad, EAA Ismail, W Khan, T Gul, AS Khan - Symmetry, 2023 - mdpi.com
The numerical investigation of bioconvective nanofluid (NF) flow, which involves gyrotactic
microbes and heat and mass transmission analysis above an inclined extending …

Exploring the novel dynamics of dissipative Casson hybrid nanofluid flow within a variable porous medium enclosed by two stretching and gyrating circular plates, with …

MM Alqarni, S Alghamdi, MA Aljohani, A Khan… - Journal of Thermal …, 2025 - Springer
Abstract In medical field, Ag+ TiO 2/blood hybrid nanofluids have a wide range of
applications like improvement of coatings on medical devices to prevent infections, drug …

[HTML][HTML] Bénard–Marangoni Convection in an Open Cavity with Liquids at Low Prandtl Numbers

H Jiang, W Liao, E Chen - Symmetry, 2024 - mdpi.com
Bénard–Marangoni convection in an open cavity has attracted much attention in the past
century. In most of the previous works, liquids with Prandtl numbers larger than unity were …

[PDF][PDF] Comparative Numerical Analysis for the Error Estimation of the Fluid Flow over an Inclined Axisymmetric Cylinder with a Gyrotactic Microbe. Symmetry 2023, 15 …

FA Awwad, EAA Ismail, W Khan, T Gul… - doi. org/10.3390 …, 2023 - researchgate.net
The numerical investigation of bioconvective nanofluid (NF) flow, which involves gyrotactic
microbes and heat and mass transmission analysis above an inclined extending …