Numerical and Levenberg–Marquardt backpropagation neural networks computation of ternary nanofluid flow across parallel plates with Nield boundary conditions

The impact of the inclined magnetic field toward a flat parallel plate by operating incompressible suspension of three diverse types of oxide nano-sized particles in water-based ternary hybrid nano-liquid is investigated numerically. Flow is theoretically to be unstable squeezing the laminar flow of...

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Bibliographic Details
Published in:	European physical journal plus Vol. 138; no. 1; p. 63
Main Authors:	Sharma, Ram Prakash, Madhukesh, J. K., Shukla, Sunendra, Prasannakumara, B. C.
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 21.01.2023 Springer Nature B.V
Subjects:	Aluminum Applied and Technical Physics Atomic Back propagation networks Boundary conditions Complex Systems Compressing Computation Condensed Matter Physics Differential equations Energy Fluid flow Heat conductivity Heat exchangers Heat transfer Hyperthermia Inclination angle Investigations Laminar flow Magnetic effects Magnetic fields Mathematical and Computational Physics Mathematical models Molecular Nanofluids Nanoparticles Neural networks Optical and Plasma Physics Parallel plates Parameter sensitivity Partial differential equations Physics Physics and Astronomy Radiation Regular Article Similarity solutions Theoretical Velocity Velocity distribution Viscosity
ISSN:	2190-5444, 2190-5444
Online Access:	Get full text
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