2022
DOI: 10.1007/s13369-022-06925-z
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Neuro-Computing for Hall Current and MHD Effects on the Flow of Micro-Polar Nano-Fluid Between Two Parallel Rotating Plates

Abstract: The present works focus on the effects of electric and magnetic fields on the flow of micro-polar nano-fluid between two parallel plates with rotation under the impact of Hall current (EMMN-PPRH) has considered by using Artificial Neural Networks with the scheme of Levenberg–Marquardt backpropagation (ANN-SLMB). The nonlinear PDEs are transformed into nonlinear ODEs by employing similarity variables. By varying different parameters such as coupling parameter, electric parameter, rotation parameter, viscosity p… Show more

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Cited by 27 publications
(3 citation statements)
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References 75 publications
(74 reference statements)
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“…Hence, we can extend the same technique to obtain the same benefits on other iterative methods using inverses of linear operators. The method discussed in this paper find applications in the problems listed in [16,17,18,19,20,21]. for x = (x1, x2, x3) T .…”
Section: Discussionmentioning
confidence: 99%
“…Hence, we can extend the same technique to obtain the same benefits on other iterative methods using inverses of linear operators. The method discussed in this paper find applications in the problems listed in [16,17,18,19,20,21]. for x = (x1, x2, x3) T .…”
Section: Discussionmentioning
confidence: 99%
“…Differential equations serve as a modeling tool for problems involving diverse independent variables 26 28 . This area of study holds significance in mathematics, addressing intriguing issues related to the modeling of various phenomena in physics, biology 29 31 , and engineering 32 , 33 . For instance, phenomena like unsteady squeezing flow of heat and mass transfer 34 and MHD Boundary Layer Flow over a Stretching Sheet 26 find representation through differential equations, as the rate of change is a fundamental expression for describing physical phenomena in scientific investigations 35 .…”
Section: Introductionmentioning
confidence: 99%
“…Ullah et.al. (25) analyzed the flow of micro-polar nano-fluid between parallel plates with the effects of electric and magnetic fields.…”
Section: Introductionmentioning
confidence: 99%