Impact of chemical reaction on the thermal stability of micropolar nanofluid with rough boundaries and passive control on nanoparticles: Neural networking

[1]  P. Rana,et al.  Thermal instability analysis in magneto-hybrid nanofluid layer between rough surfaces with variable gravity and space-dependent heat source , 2023, International Journal of Modern Physics B.

[2]  I. Pop,et al.  Critical points and stability analysis in MHD radiative non‐Newtonian nanoliquid transport phenomena with artificial neural network prediction , 2022, Mathematical Methods in the Applied Sciences.

[3]  K. Yasir,et al.  Influence of polymers on drag and heat transfer of nanofluid past stretching surface: A molecular approach , 2022, Journal of Central South University.

[4]  P. Rana,et al.  Nonlinear buoyancy driven flow of hybrid nanoliquid past a spinning cylinder with quadratic thermal radiation , 2022, International Communications in Heat and Mass Transfer.

[5]  Nehad Ali Shah,et al.  Quadratic and linear radiation impact on 3D convective hybrid nanofluid flow in a suspension of different temperature of waters: Transpiration and Fourier Fluxes , 2022, International Communications in Heat and Mass Transfer.

[6]  Nehad Ali Shah,et al.  Multi-linear regression of triple diffusive convectively heated boundary layer flow with suction and injection: Lie group transformations , 2022, International Journal of Modern Physics B.

[7]  Nehad Ali Shah,et al.  Nonlinear movements of axisymmetric ternary hybrid nanofluids in a thermally radiated expanding or contracting permeable Darcy Walls with different shapes and densities: Simple linear regression , 2022, International Communications in Heat and Mass Transfer.

[8]  S. Yook,et al.  Bio-magnetic pulsatile CuO−Fe3O4 hybrid nanofluid flow in a vertical irregular channel in a suspension of body acceleration , 2022, International Communications in Heat and Mass Transfer.

[9]  P. Rana,et al.  FEM solution to quadratic convective and radiative flow of Ag-MgO/H2O hybrid nanofluid over a rotating cone with Hall current: Optimization using Response Surface Methodology , 2022, Math. Comput. Simul..

[10]  Nehad Ali Shah,et al.  Linear and quadratic convection on 3D flow with transpiration and hybrid nanoparticles , 2022, International Communications in Heat and Mass Transfer.

[11]  P. Rana,et al.  Impact of different arrangements of heated elliptical body, fins and differential heater in MHD convective transport phenomena of inclined cavity utilizing hybrid nanoliquid: Artificial neutral network prediction , 2022, International Communications in Heat and Mass Transfer.

[12]  Ali Shokrgozar Abbasi,et al.  Improving performance of flat plate solar collector using nanofluid water/zinc oxide , 2021, Journal of Central South University.

[13]  Puneet Rana,et al.  Numerical and sensitivity computations of three-dimensional flow and heat transfer of nanoliquid over a wedge using modified Buongiorno model , 2021, Comput. Math. Appl..

[14]  M. Awasthi,et al.  Thermal convection in a layer of micropolar nanofluid , 2021, Asia-Pacific Journal of Chemical Engineering.

[15]  P. Rana,et al.  LTNE magneto-thermal stability analysis on rough surfaces utilizing hybrid nanoparticles and heat source with artificial neural network prediction , 2021, Applied Nanoscience.

[16]  P. Rana,et al.  External field impact on expedition of discharging including nanoparticles , 2021 .

[17]  P. Rana,et al.  LTNE thermoconvective instability in Newtonian rotating layer under magnetic field utilizing nanoparticles , 2020, Journal of Thermal Analysis and Calorimetry.

[18]  A. Abidi,et al.  On Simulation of Double-Diffusive Natural Convection in a Micropolar Nanofluid Filled Cubic Cavity , 2020 .

[19]  K. Luo,et al.  Direct numerical simulation and artificial neural network modeling of heat transfer characteristics on natural convection with a sinusoidal cylinder in a long rectangular enclosure , 2020 .

[20]  O. Mahian,et al.  The onset of nanofluid natural convection inside a porous layer with rough boundaries , 2018, Journal of Molecular Liquids.

[21]  D. Yadav.  The onset of longitudinal convective rolls in a porous medium saturated by a nanofluid with non-uniform internal heating and chemical reaction , 2018, Journal of Thermal Analysis and Calorimetry.

[22]  A. Barletta,et al.  Instability of a horizontal porous layer with local thermal non-equilibrium: Effects of free surface and convective boundary conditions , 2015 .

[23]  Hakan F. Öztop,et al.  Numerical Study and POD-Based Prediction of Natural Convection in a Ferrofluids–Filled Triangular Cavity with Generalized Neural Networks , 2015 .

[24]  Ali J. Chamkha,et al.  Transient buoyancy-opposed double diffusive convection of micropolar fluids in a square enclosure , 2015 .

[25]  P. Rana,et al.  Rayleigh–Bénard Convection in a Nanofluid Layer Using a Thermal Nonequilibrium Model , 2014 .

[26]  Donald A. Nield,et al.  The onset of convection in a horizontal nanofluid layer of finite depth: A revised model , 2014 .

[27]  S. Agarwal.  Natural Convection in a Nanofluid-Saturated Rotating Porous Layer: A More Realistic Approach , 2014, Transport in Porous Media.

[28]  A. Barletta,et al.  Local thermal non-equilibrium effects in the Darcy–Bénard instability of a porous layer heated from below by a uniform flux , 2013 .

[29]  Frank Dierich,et al.  A numerical study of the impact of surface roughness on heat and fluid flow past a cylindrical particle , 2013 .

[30]  Ioan Pop,et al.  Effects of thermal radiation on micropolar fluid flow and heat transfer over a porous shrinking sheet , 2012 .

[31]  O. Shishkina,et al.  Modelling the influence of wall roughness on heat transfer in thermal convection , 2011, Journal of Fluid Mechanics.

[32]  N. M. Bujurke,et al.  Effect of surface roughness on magnetohydrodynamic squeeze film characteristics between finite rectangular plates , 2011 .

[33]  S. K. Tomar,et al.  Thermal convection problem of micropolar fluid subjected to hall current , 2010 .

[34]  Niladri Chakraborty,et al.  Prediction of heat transfer due to presence of copper–water nanofluid using resilient-propagation neural network , 2009 .

[35]  Andrew D. Ketsdever,et al.  Numerical and experimental investigation of microchannel flows with rough surfaces , 2007 .

[36]  J. Buongiorno.  Convective Transport in Nanofluids , 2006 .

[37]  Andrey V. Kuznetsov,et al.  Numerical modeling of turbulent flow in a composite porous/fluid duct utilizing a two-layer k–ε model to account for interface roughness , 2004 .

[38]  J. Jiménez.  Turbulent flows over rough walls , 2004 .

[39]  S. Ashforth-Frost,et al.  Evaluating convective heat transfer coefficients using neural networks , 1996 .

[40]  A. Cemal Eringen,et al.  Theory of thermomicrofluids , 1972 .

[41]  R. Whittington,et al.  Instability in Pipe Flow , 1948, Nature.

[42]  A. Kuznetsov,et al.  A new hydrodynamic boundary condition simulating the effect of rough boundaries on the onset of Rayleigh-Bénard convection , 2018 .

[43]  Shahnaz Bathul,et al.  Effect of internal heating on weakly non-linear stability analysis of Rayleigh-Bénard Convection in a vertically oscillating Micropolar fluid , 2018 .

[44]  R. Ricardo,et al.  Use of Artificial Neural Networks for Prediction of Convective Heat Transfer in Evaporative Units , 2014 .

[45]  Donald A. Nield,et al.  Thermal instability in a porous medium layer saturated by a nanofluid: A revised model , 2014 .

[46]  A. Hossein Nezhad,et al.  Estimation of the Flow and Heat Transfer in MHD Flow of a Power Law Fluid over a Porous Plate Using Artificial Neural Networks , 2014 .

[47]  T. Yousefi,et al.  Application of Artificial Neural Networks for Prediction of Natural Convection Heat Transfer from a confined Horizontal Elliptic Tube , 2009 .

[48]  A. Kuznetsov,et al.  Investigation of Forsed Convection in an Almost Circular Microtube with Rough Walls , 2003 .

[49]  V.U.K. Sastry,et al.  Thermal instability of a horizontal layer of micropolar fluid heated from below , 1976 .