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<front>
<journal-meta>
<journal-id journal-id-type="pmc">FDMP</journal-id>
<journal-id journal-id-type="nlm-ta">FDMP</journal-id>
<journal-id journal-id-type="publisher-id">FDMP</journal-id>
<journal-title-group>
<journal-title>Fluid Dynamics &#x0026; Materials Processing</journal-title>
</journal-title-group>
<issn pub-type="epub">1555-2578</issn>
<issn pub-type="ppub">1555-256X</issn>
<publisher>
<publisher-name>Tech Science Press</publisher-name>
<publisher-loc>USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">28716</article-id>
<article-id pub-id-type="doi">10.32604/fdmp.2023.028716</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Influence of Brownian Motion, Thermophoresis and Magnetic Effects on a Fluid Containing Nanoparticles Flowing over a Stretchable Cylinder</article-title><alt-title alt-title-type="left-running-head">Influence of Brownian Motion, Thermophoresis and Magnetic Effects on a Fluid Containing Nanoparticles Flowing over a Stretchable Cylinder</alt-title><alt-title alt-title-type="right-running-head">Influence of Brownian Motion, Thermophoresis and Magnetic Effects on a Fluid Containing Nanoparticles Flowing over a Stretchable Cylinder</alt-title>
</title-group>
<contrib-group>
<contrib id="author-1" contrib-type="author" corresp="yes">
<name name-style="western"><surname>Majeed</surname><given-names>Aaqib</given-names></name>
<xref ref-type="aff" rid="aff-1">1</xref><email>mjaaqib@gmail.com</email>
</contrib>
<contrib id="author-2" contrib-type="author">
<name name-style="western"><surname>Zeeshan</surname><given-names>Ahmad</given-names></name>
<xref ref-type="aff" rid="aff-2">2</xref>
</contrib>
<aff id="aff-1"><label>1</label><institution>Department of Mathematics, The University of Faisalabad</institution>, <addr-line>Faisalabad, 38000</addr-line>, <country>Pakistan</country></aff>
<aff id="aff-2"><label>2</label><institution>Department of Mathematics and Statistics, FBAS, International Islamic University Islamabad</institution>, <addr-line>Islamabad, 44000</addr-line>, <country>Pakistan</country></aff>
</contrib-group><author-notes><corresp id="cor1"><label>&#x002A;</label>Corresponding Author: Aaqib Majeed. Email: <email>mjaaqib@gmail.com</email></corresp></author-notes>
<pub-date date-type="collection" publication-format="electronic"><year>2024</year></pub-date>
<pub-date date-type="pub" publication-format="electronic"><day>12</day><month>1</month><year>2024</year></pub-date>
<volume>20</volume>
<issue>3</issue>
<fpage>525</fpage>
<lpage>536</lpage>
<history>
<date date-type="received"><day>04</day><month>1</month><year>2023</year></date>
<date date-type="accepted"><day>05</day><month>5</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024 Majeed and Zeeshan</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Majeed and Zeeshan</copyright-holder>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This work is licensed under a <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="TSP_FDMP_28716.pdf"></self-uri>
<abstract>
<p>The influence of Brownian motion and thermophoresis on a fluid containing nanoparticles flowing over a stretchable cylinder is examined. The classical Navier-Stokes equations are considered in a porous frame. In addition, the Lorentz force is taken into account. The controlling coupled nonlinear partial differential equations are transformed into a system of first order ordinary differential equations by means of a similarity transformation. The resulting system of equations is solved by employing a shooting approach properly implemented in MATLAB. The evolution of the boundary layer and the growing velocity is shown graphically together with the related profiles of concentration and temperature. The magnetic field has a different influence (in terms of trends) on velocity and concentration.</p>
</abstract>
<kwd-group kwd-group-type="author">
<kwd>Mixed convection</kwd>
<kwd>Brownian motion</kwd>
<kwd>heat transfer</kwd>
<kwd>porous surface</kwd>
<kwd>velocity slip</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<label>1</label>
<title>Introduction</title>
<p>Recently, researchers have shown considerable interest in investigating heat transfer and boundary layer flow over stretching surfaces, primarily because of their relevance in industrial processes like paper manufacturing, wire production, and plastic wrapping. Moreover, there has been a growing focus on magneto-hydrodynamic fluid flow involving nanofluids, which consist of a mixture of liquids and nanoparticles. This surge in interest is driven by numerous applications in industrial and engineering settings. It is worth noting that conventional fluids like freshwater, ethylene, and mineral oils exhibit inferior thermal properties when compared to metals, non-metals, and their oxides. Choi et al. [<xref ref-type="bibr" rid="ref-1">1</xref>] was the pioneering researcher who experimentally demonstrated the significant enhancement of thermal conductivity by adding nanoparticles to conventional base fluids. Various manufacturing processes, spanning from microelectronic devices to hybrid engines, fuel cells, nuclear reactors, transportation, biomedical and pharmaceutical applications, as well as food processing, heavily rely on utilizing temperature differences. Researchers like Ahmed et al. [<xref ref-type="bibr" rid="ref-2">2</xref>] introduced modified models to describe nanofluid behavior, with the Boussinesq approximation simplifying the buoyancy term. Ahmed et al. [<xref ref-type="bibr" rid="ref-3">3</xref>] discussed homogeneous-heterogeneous reactions in the boundary layer flow of water-based nanofluids near stagnation points. Valipour et al. [<xref ref-type="bibr" rid="ref-4">4</xref>] conducted an analysis on CNT-polyethylene nanofluids under the influence of a magnetic field. Li et al. [<xref ref-type="bibr" rid="ref-5">5</xref>] focused on thermal variations in a porous cylinder saturated with nanomaterials.</p>
<p>Additionally, several studies have explored the behavior of nanoparticles in non-Newtonian fluids. For example, Zeeshan et al. [<xref ref-type="bibr" rid="ref-6">6</xref>] investigated Casson nanofluids on linear stretching sheets, whereas Murthy et al. [<xref ref-type="bibr" rid="ref-7">7</xref>] extended their analysis to exponentially stretching sheets. Arian et al. [<xref ref-type="bibr" rid="ref-8">8</xref>] introduced bio-convection effects into a Reiner-Rivlin nanofluid flow in a rotating frame. Pallavarapu [<xref ref-type="bibr" rid="ref-9">9</xref>] analyzed Williamson nanofluids with Cattaneo-Cristov (CC) heat flux over a stretching sheet. Reddy et al. [<xref ref-type="bibr" rid="ref-10">10</xref>] studied Maxwell nanofluids with chemical reactions on a stretching sheet, and Zeeshan et al. [<xref ref-type="bibr" rid="ref-11">11</xref>] delved into surface chemical reactions with non-Newtonian fluids over a parabolic surface. These studies contribute to our understanding of nanofluid behavior in diverse applications.</p>
<p>Due to its industrial uses and significant implications for several technological processes, the investigations on the magneto-hydrodynamic flow and transfer of heat over extending cylinders have attracted a lot of interest. Crane [<xref ref-type="bibr" rid="ref-12">12</xref>] looked at the flow produced by simply stretching a sheet. The work of Crane [<xref ref-type="bibr" rid="ref-12">12</xref>] was expanded upon by other scholars, including Gupta et al. [<xref ref-type="bibr" rid="ref-13">13</xref>], Dutta et al. [<xref ref-type="bibr" rid="ref-14">14</xref>], and Char et al. [<xref ref-type="bibr" rid="ref-15">15</xref>], by including the impact of heat and mass transport analyses under various physical circumstances. Other researchers, notably Xu et al. [<xref ref-type="bibr" rid="ref-16">16</xref>], Cortell [<xref ref-type="bibr" rid="ref-17">17</xref>,<xref ref-type="bibr" rid="ref-18">18</xref>], and Hayat et al. [<xref ref-type="bibr" rid="ref-19">19</xref>], have recently looked at various facets of this topic. In the early stages of research on this topic, Wang [<xref ref-type="bibr" rid="ref-20">20</xref>] investigated the flow characteristics across stretched cylinders. In this study, because we are using the thin cylinder as a model, it is possible to assume the boundary layer thickness and radius to have the same order. The flow may thus be conceived of as axisymmetric rather than 2D, and the modified equations now incorporate the curvature component. This has an impact on the temperature and velocity fields, which in turn has an impact on the skin&#x2019;s coefficient of friction and rate of heat transmission. Similarly, solutions of these types of flows have been described in various physical contexts by Ishak et al. [<xref ref-type="bibr" rid="ref-21">21</xref>], Elbashbeshy et al. [<xref ref-type="bibr" rid="ref-22">22</xref>], Bachok et al. [<xref ref-type="bibr" rid="ref-23">23</xref>], and Poply et al. [<xref ref-type="bibr" rid="ref-24">24</xref>]. Despite having various uses in several sectors including, the cooling of things, electricity production, and petroleum refining, magnetic influence has not yet been taken into consideration. There have been studies on this impact on material parameters in the literature (Dessie et al. [<xref ref-type="bibr" rid="ref-25">25</xref>], Vajravelu et al. [<xref ref-type="bibr" rid="ref-26">26</xref>], Singh et al. [<xref ref-type="bibr" rid="ref-27">27</xref>], Ahmed et al. [<xref ref-type="bibr" rid="ref-28">28</xref>], Zeeshan et al. [<xref ref-type="bibr" rid="ref-29">29</xref>] Babazadeh et al. [<xref ref-type="bibr" rid="ref-30">30</xref>], Shiekhoslami et al. [<xref ref-type="bibr" rid="ref-31">31</xref>]), with the magnetic influence on porous and free stream velocity described for linear and non-linear stretching surfaces, respectively, in Yadav et al. [<xref ref-type="bibr" rid="ref-32">32</xref>] and Singh et al. [<xref ref-type="bibr" rid="ref-33">33</xref>].</p>
<p>The properties of heat transportation and boundary layer flow over a stretched cylinder under the influence of a magnetic field and porous media, however, have received much attention. Numerous technical issues, including those involving magnetohydrodynamic (MHD) power generators, the petroleum industry, plasma research, and geothermal energy extraction, greatly benefit from the use of the MHD flow and heat transfer. Nield et al. [<xref ref-type="bibr" rid="ref-34">34</xref>] and Ishak et al. [<xref ref-type="bibr" rid="ref-35">35</xref>] investigated the impact of MHD caused by a stretched cylinder. Loganathan et al. [<xref ref-type="bibr" rid="ref-36">36</xref>] and Ganesan et al. [<xref ref-type="bibr" rid="ref-37">37</xref>] found that the increment of the magnetic field reduces the velocity boundary layer and thickens the temperature boundary layer.</p>
<p>The primary objective of this research is to assess the influence of thermophoresis and Brownian motion on the introduction of minute nanoparticles in a porous reference framework. The study incorporates the utilization of nanofluids and mixed convection. The obtained findings are juxtaposed with previously published data, considering various temperature exponent values. To illustrate the impact of these relevant parameters, the research presents graphical representations and tabulated results for concentration, velocity, and temperature configurations. The numerical computations are executed using a shooting algorithm implemented with MATLAB software.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Mathematical Model and Description</title>
<p>Let us consider the two-dimensional, incompressible, boundary layer mixed convective nanofluid flow towards a stretchable cylinder (see <xref ref-type="fig" rid="fig-1">Fig. 1</xref>) with surface velocity <inline-formula id="ieqn-1">
<mml:math id="mml-ieqn-1"><mml:mrow><mml:mover><mml:mi>U</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mn>0</mml:mn></mml:msub></mml:mrow><mml:mi>x</mml:mi></mml:mrow><mml:mi>l</mml:mi></mml:mfrac></mml:mrow></mml:mstyle></mml:math>
</inline-formula> in the axial direction and the surface temperature is <inline-formula id="ieqn-2">
<mml:math id="mml-ieqn-2"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi>w</mml:mi></mml:msub></mml:mrow><mml:mo>=</mml:mo><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow><mml:mo>+</mml:mo><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mn>0</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mi>x</mml:mi><mml:mi>L</mml:mi></mml:mfrac></mml:mrow></mml:mstyle></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mi>N</mml:mi></mml:msup></mml:mrow></mml:math>
</inline-formula>. A magnetic field is employed with strength <inline-formula id="ieqn-3">
<mml:math id="mml-ieqn-3"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mn>0</mml:mn></mml:msub></mml:mrow></mml:math>
</inline-formula> in the normal direction. Temperature exponent <inline-formula id="ieqn-4">
<mml:math id="mml-ieqn-4"><mml:mi>N</mml:mi></mml:math>
</inline-formula> is considered in a porous frame of reference.</p>
<fig id="fig-1">
<label>Figure 1</label>
<caption>
<title>Physical sketch of the model</title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FDMP_28716-fig-1.tif"/>
</fig>
<p>The nanofluid is governed by the following expression [<xref ref-type="bibr" rid="ref-33">33</xref>,<xref ref-type="bibr" rid="ref-34">34</xref>,<xref ref-type="bibr" rid="ref-37">37</xref>&#x2013;<xref ref-type="bibr" rid="ref-39">39</xref>]:<disp-formula id="eqn-1"><label>(1)</label>
<mml:math id="mml-eqn-1" display="block"><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mi>r</mml:mi><mml:mi>u</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>+</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mi>r</mml:mi><mml:mi>&#x03BD;</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo></mml:mstyle></mml:mstyle></mml:math>
</disp-formula><disp-formula id="eqn-2"><label>(2)</label>
<mml:math id="mml-eqn-2" display="block"><mml:mi>u</mml:mi><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>u</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>+</mml:mo><mml:mi>&#x03BD;</mml:mi><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>u</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mi>&#x03C5;</mml:mi><mml:mi>&#x03BA;</mml:mi></mml:mfrac></mml:mrow><mml:mi>u</mml:mi><mml:mo>+</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mi>&#x03C5;</mml:mi><mml:mi>r</mml:mi></mml:mfrac></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mi>r</mml:mi><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>u</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mi>g</mml:mi><mml:mi>&#x03B2;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>&#x03C3;</mml:mi><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mn>0</mml:mn></mml:msub></mml:mrow></mml:mrow><mml:mi>&#x03C1;</mml:mi></mml:mfrac></mml:mrow><mml:mi>u</mml:mi><mml:mo>,</mml:mo></mml:mstyle></mml:mstyle></mml:mstyle></mml:mstyle></mml:mstyle></mml:mstyle></mml:math>
</disp-formula><disp-formula id="eqn-3"><label>(3)</label>
<mml:math id="mml-eqn-3" display="block"><mml:mi>u</mml:mi><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>+</mml:mo><mml:mi>&#x03BD;</mml:mi><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mi>&#x03BA;</mml:mi><mml:mi>r</mml:mi></mml:mfrac></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mi>r</mml:mi><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>,</mml:mo></mml:mstyle></mml:mstyle></mml:mstyle></mml:mstyle></mml:math>
</disp-formula><disp-formula id="eqn-4"><label>(4)</label>
<mml:math id="mml-eqn-4" display="block"><mml:mi>u</mml:mi><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mover><mml:mi>C</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>+</mml:mo><mml:mi>v</mml:mi><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mover><mml:mi>C</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:msub><mml:mi>D</mml:mi><mml:mi>T</mml:mi></mml:msub></mml:mrow></mml:mrow><mml:mrow><mml:mi>r</mml:mi><mml:mrow><mml:msub><mml:mrow><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow></mml:mrow></mml:mfrac></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>r</mml:mi><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:msub><mml:mi>D</mml:mi><mml:mi>B</mml:mi></mml:msub></mml:mrow></mml:mrow><mml:mi>r</mml:mi></mml:mfrac></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>r</mml:mi><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mover><mml:mi>C</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>.</mml:mo></mml:mstyle></mml:mstyle></mml:mstyle></mml:mstyle></mml:mstyle></mml:mstyle></mml:math>
</disp-formula></p>
<p>With boundary conditions:<disp-formula id="ueqn-5">
<mml:math id="mml-ueqn-5" display="block"><mml:mi>u</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:mover><mml:mi>U</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>,</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mi>&#x03BD;</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mtext>&#x00A0;&#x00A0;&#x00A0;&#x00A0;</mml:mtext><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mo>=</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mi>w</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>,</mml:mo><mml:mrow><mml:msub><mml:mi>D</mml:mi><mml:mi>B</mml:mi></mml:msub></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mover><mml:mi>C</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>+</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:msub><mml:mi>D</mml:mi><mml:mi>T</mml:mi></mml:msub></mml:mrow></mml:mrow><mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow></mml:mrow></mml:mfrac></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mtext>&#x00A0;</mml:mtext><mml:mi>r</mml:mi><mml:mo>=</mml:mo><mml:mi>R</mml:mi><mml:mo>,</mml:mo></mml:mstyle></mml:mstyle></mml:mstyle></mml:math>
</disp-formula><disp-formula id="eqn-5"><label>(5)</label>
<mml:math id="mml-eqn-5" display="block"><mml:mi>u</mml:mi><mml:mo stretchy="false">&#x2192;</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mtext>&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;</mml:mtext><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mo stretchy="false">&#x2192;</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x221E;</mml:mi><mml:mtext>&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;</mml:mtext></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mover><mml:mi>C</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mo stretchy="false">&#x2192;</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mover><mml:mi>C</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mi>a</mml:mi><mml:mi>s</mml:mi><mml:mtext>&#x00A0;&#x00A0;&#x00A0;</mml:mtext><mml:mi>r</mml:mi><mml:mo stretchy="false">&#x2192;</mml:mo><mml:mi mathvariant="normal">&#x221E;</mml:mi><mml:mo>,</mml:mo></mml:math>
</disp-formula></p>
<p>By applying similarity transformation, we have<disp-formula id="eqn-6"><label>(6)</label>
<mml:math id="mml-eqn-6" display="block"><mml:mrow><mml:mrow><mml:mtable rowspacing="4pt" columnspacing="1em"><mml:mtr><mml:mtd><mml:mrow><mml:mtable rowspacing="4pt" columnspacing="1em"><mml:mtr><mml:mtd><mml:mspace width="-20pt" /><mml:mrow><mml:mi>&#x03B7;</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:msup><mml:mi>r</mml:mi><mml:mn>2</mml:mn></mml:msup></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mrow><mml:msup><mml:mi>R</mml:mi><mml:mn>2</mml:mn></mml:msup></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn><mml:mi>R</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mrow><mml:msup><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:mover><mml:mi>U</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mrow><mml:mi>&#x03BD;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mstyle displaystyle="false" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mn>1</mml:mn><mml:mn>2</mml:mn></mml:mfrac></mml:mrow></mml:mstyle></mml:mrow></mml:msup></mml:mrow><mml:mo>,</mml:mo></mml:mstyle></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mspace width="-29pt" /><mml:mrow><mml:mi>&#x03C8;</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:msup><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mrow><mml:mover><mml:mi>U</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mi>x</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mstyle displaystyle="false" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mn>1</mml:mn><mml:mn>2</mml:mn></mml:mfrac></mml:mrow></mml:mstyle></mml:mrow></mml:msup></mml:mrow><mml:mi>R</mml:mi><mml:mi>f</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mspace width="-30pt" /><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow></mml:mrow><mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mi>w</mml:mi></mml:msub></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mrow><mml:mover><mml:mi>T</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow></mml:mrow></mml:mfrac></mml:mrow><mml:mo>,</mml:mo></mml:mstyle></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mspace width="-24pt" /><mml:mrow><mml:mi>&#x03D5;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:mover><mml:mi>C</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mrow><mml:mover><mml:mi>C</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow></mml:mrow><mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mrow><mml:mover><mml:mi>C</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mi>w</mml:mi></mml:msub></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mrow><mml:mover><mml:mi>C</mml:mi><mml:mo stretchy="false">&#x007E;</mml:mo></mml:mover></mml:mrow></mml:mrow><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow></mml:mrow></mml:mfrac></mml:mrow><mml:mo>,</mml:mo></mml:mstyle></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:mi>u</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mn>1</mml:mn><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mrow><mml:mi>r</mml:mi><mml:mtext>&#x00A0;</mml:mtext></mml:mrow></mml:mfrac></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>&#x03C8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>,</mml:mo><mml:mtext>&#x00A0;&#x00A0;&#x00A0;</mml:mtext><mml:mi>v</mml:mi><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mn>1</mml:mn><mml:mi>r</mml:mi></mml:mfrac></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>&#x03C8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:mstyle></mml:mstyle></mml:mstyle></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow><mml:mo>}</mml:mo></mml:mrow><mml:mo>.</mml:mo></mml:math>
</disp-formula></p>
<p>The reduced form of the ODE can be achieved when <xref ref-type="disp-formula" rid="eqn-5">Eqs. (5)</xref>, <xref ref-type="disp-formula" rid="eqn-6">(6)</xref> are used into <xref ref-type="disp-formula" rid="eqn-1">Eqs. (1)</xref>&#x2013;<xref ref-type="disp-formula" rid="eqn-4">(4)</xref>.<disp-formula id="eqn-7"><label>(7)</label>
<mml:math id="mml-eqn-7" display="block"><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>A</mml:mi><mml:mi>&#x03B7;</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:msup><mml:mi>f</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup></mml:mrow><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>A</mml:mi><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:mi>f</mml:mi><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>&#x2212;</mml:mo><mml:mrow><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mi>D</mml:mi><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:mi>&#x03BB;</mml:mi><mml:mi>&#x03B8;</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>M</mml:mi><mml:msup><mml:mi>f</mml:mi><mml:mo>&#x2032;</mml:mo></mml:msup><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo></mml:math>
</disp-formula><disp-formula id="eqn-8"><label>(8)</label>
<mml:math id="mml-eqn-8" display="block"><mml:mn>2</mml:mn><mml:mi>A</mml:mi><mml:msup><mml:mrow><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>A</mml:mi><mml:mi>&#x03B7;</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:msup><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup></mml:mrow><mml:mo>+</mml:mo><mml:mi>P</mml:mi><mml:mi>r</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mi>f</mml:mi><mml:msup><mml:mrow><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>&#x2212;</mml:mo><mml:mi>N</mml:mi><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo></mml:math>
</disp-formula><disp-formula id="eqn-9"><label>(9)</label>
<mml:math id="mml-eqn-9" display="block"><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mi>&#x03B7;</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:msup><mml:mrow><mml:mi>&#x03D5;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>N</mml:mi><mml:mi>t</mml:mi></mml:mrow><mml:mrow><mml:mi>N</mml:mi><mml:mi>b</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:msup><mml:mrow><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:msup><mml:mrow><mml:mi>&#x03D5;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:mi>P</mml:mi><mml:mi>r</mml:mi><mml:mi>L</mml:mi><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:msup><mml:mrow><mml:mi>&#x03D5;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mi>&#x03B7;</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>N</mml:mi><mml:mi>t</mml:mi></mml:mrow><mml:mrow><mml:mi>N</mml:mi><mml:mi>b</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:msup><mml:mrow><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mn>0.</mml:mn></mml:mstyle></mml:mstyle></mml:math>
</disp-formula></p>
<p>The corresponding reduced form of Boundary conditions are:</p><disp-formula id="eqn-10"><label>(10)</label>
<mml:math id="mml-eqn-10" display="block"><mml:mi>f</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mn>0</mml:mn><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mrow><mml:mtext>&#x00A0;&#x00A0;&#x00A0;</mml:mtext></mml:mrow><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>0</mml:mn><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mrow><mml:mtext>&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;</mml:mtext></mml:mrow><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mn>0</mml:mn><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>1</mml:mn><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mo>,</mml:mo><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>N</mml:mi><mml:mi>t</mml:mi><mml:msup><mml:mrow><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>0</mml:mn><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mi>N</mml:mi><mml:mi>b</mml:mi><mml:msup><mml:mrow><mml:mi>&#x03D5;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>0</mml:mn><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mrow><mml:mtext>&#x00A0;&#x00A0;&#x00A0;&#x00A0;</mml:mtext></mml:mrow><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>r</mml:mi><mml:mo>=</mml:mo><mml:mi>R</mml:mi></mml:math>
</disp-formula><disp-formula id="eqn-11"><label>(11)</label>
<mml:math id="mml-eqn-11" display="block"><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo stretchy="false">&#x2192;</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mrow><mml:mtext>&#x00A0;&#x00A0;&#x00A0;&#x00A0;</mml:mtext></mml:mrow><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo stretchy="false">&#x2192;</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mrow><mml:mtext>&#x00A0;&#x00A0;&#x00A0;</mml:mtext></mml:mrow><mml:mi>&#x03D5;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo stretchy="false">&#x2192;</mml:mo><mml:mn>0</mml:mn><mml:mrow><mml:mtext>&#x00A0;&#x00A0;</mml:mtext></mml:mrow><mml:mi>a</mml:mi><mml:mi>s</mml:mi><mml:mrow><mml:mtext>&#x00A0;&#x00A0;&#x00A0;&#x00A0;</mml:mtext></mml:mrow><mml:mi>&#x03B7;</mml:mi><mml:mo stretchy="false">&#x2192;</mml:mo><mml:mi mathvariant="normal">&#x221E;</mml:mi><mml:mo>.</mml:mo></mml:math>
</disp-formula>
<p>where <inline-formula id="ieqn-5">
<mml:math id="mml-ieqn-5"><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mi>v</mml:mi><mml:mo>,</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mi>u</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula> are the components of velocity in the <inline-formula id="ieqn-6">
<mml:math id="mml-ieqn-6"><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>x</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula> direction, T is temperature, <inline-formula id="ieqn-7">
<mml:math id="mml-ieqn-7"><mml:mi>f</mml:mi></mml:math>
</inline-formula> is the dimensionless velocity, <inline-formula id="ieqn-8">
<mml:math id="mml-ieqn-8"><mml:mi>&#x03B8;</mml:mi></mml:math>
</inline-formula> is the dimensionless temperature, <inline-formula id="ieqn-9">
<mml:math id="mml-ieqn-9"><mml:mi>&#x03D5;</mml:mi></mml:math>
</inline-formula> is the dimensionless concentration, <inline-formula id="ieqn-10">
<mml:math id="mml-ieqn-10"><mml:mi>A</mml:mi></mml:math>
</inline-formula> is the curvature parameter, <inline-formula id="ieqn-11">
<mml:math id="mml-ieqn-11"><mml:mi>M</mml:mi></mml:math>
</inline-formula> is the magnetic field parameter, <inline-formula id="ieqn-12">
<mml:math id="mml-ieqn-12"><mml:mi>D</mml:mi></mml:math>
</inline-formula> indicates the porous medium, <inline-formula id="ieqn-13">
<mml:math id="mml-ieqn-13"><mml:mi>&#x03BB;</mml:mi></mml:math>
</inline-formula> represents mixed convection,<inline-formula id="ieqn-14">
<mml:math id="mml-ieqn-14"><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:msub><mml:mi>P</mml:mi><mml:mi>r</mml:mi></mml:msub></mml:mrow></mml:math>
</inline-formula> is the Prandtl number, <inline-formula id="ieqn-15">
<mml:math id="mml-ieqn-15"><mml:mrow><mml:msub><mml:mi>D</mml:mi><mml:mi>B</mml:mi></mml:msub></mml:mrow></mml:math>
</inline-formula> is the Brownian coefficient, <inline-formula id="ieqn-16">
<mml:math id="mml-ieqn-16"><mml:mi>G</mml:mi></mml:math>
</inline-formula> is the acceleration due to gravity, <inline-formula id="ieqn-17">
<mml:math id="mml-ieqn-17"><mml:mrow><mml:msub><mml:mi>D</mml:mi><mml:mi>n</mml:mi></mml:msub></mml:mrow></mml:math>
</inline-formula> is the diffusion coefficient, <inline-formula id="ieqn-18">
<mml:math id="mml-ieqn-18"><mml:mrow><mml:msub><mml:mi>C</mml:mi><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:math>
</inline-formula> and <inline-formula id="ieqn-19">
<mml:math id="mml-ieqn-19"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">&#x221E;</mml:mi></mml:msub></mml:mrow></mml:math>
</inline-formula> signify the free stream of concentration and temperature, <inline-formula id="ieqn-20">
<mml:math id="mml-ieqn-20"><mml:mi>&#x03C4;</mml:mi></mml:math>
</inline-formula> is the heat capacitance, <inline-formula id="ieqn-21">
<mml:math id="mml-ieqn-21"><mml:mi>&#x03B1;</mml:mi><mml:mtext>&#x00A0;</mml:mtext></mml:math>
</inline-formula> is the normal stress moduli, <inline-formula id="ieqn-22">
<mml:math id="mml-ieqn-22"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi>w</mml:mi></mml:msub></mml:mrow></mml:math>
</inline-formula> is the surface temperature, <inline-formula id="ieqn-23">
<mml:math id="mml-ieqn-23"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mn>0</mml:mn></mml:msub></mml:mrow></mml:math>
</inline-formula> is magnetic induction, <inline-formula id="ieqn-24">
<mml:math id="mml-ieqn-24"><mml:mi>&#x03C3;</mml:mi></mml:math>
</inline-formula> is electrical conductivity, <inline-formula id="ieqn-25">
<mml:math id="mml-ieqn-25"><mml:mrow><mml:msub><mml:mi>C</mml:mi><mml:mi>w</mml:mi></mml:msub></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mi mathvariant="normal">i</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:math>
</inline-formula> the surface concentration, <inline-formula id="ieqn-26">
<mml:math id="mml-ieqn-26"><mml:mrow><mml:msub><mml:mi>D</mml:mi><mml:mi>T</mml:mi></mml:msub></mml:mrow></mml:math>
</inline-formula> is the thermophoresis coefficient, <inline-formula id="ieqn-27">
<mml:math id="mml-ieqn-27"><mml:mi>&#x03BA;</mml:mi><mml:mtext>&#x00A0;</mml:mtext></mml:math>
</inline-formula> denotes the thermal diffusivity of liquid, <inline-formula id="ieqn-28">
<mml:math id="mml-ieqn-28"><mml:mrow><mml:msub><mml:mi>L</mml:mi><mml:mi>e</mml:mi></mml:msub></mml:mrow></mml:math>
</inline-formula> is the Lewis Number, <inline-formula id="ieqn-29">
<mml:math id="mml-ieqn-29"><mml:mi>N</mml:mi><mml:mi>t</mml:mi></mml:math>
</inline-formula> is the thermophoresis coefficient parameter and <inline-formula id="ieqn-30">
<mml:math id="mml-ieqn-30"><mml:mi>N</mml:mi><mml:mi>b</mml:mi></mml:math>
</inline-formula> is the Brownian motion parameter.</p>
</sec>
<sec id="s3">
<label>3</label>
<title>Numerical Scheme</title>
<p>The firing approach was employed to perform the mathematical calculations using the shooting technique as shown in the flow chart (<xref ref-type="fig" rid="fig-2">Fig. 2</xref>). The following assumptions were made when simulating the numerical computations to arrive at the problem&#x2019;s first order system.</p>
<fig id="fig-2">
<label>Figure 2</label>
<caption>
<title>Flow chart of the scheme</title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FDMP_28716-fig-2.tif"/>
</fig>
<p><disp-formula id="eqn-12"><label>(12)</label>
<mml:math id="mml-eqn-12" display="block"><mml:mi>f</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow><mml:mo>,</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mo>,</mml:mo><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow><mml:mo>,</mml:mo><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mrow><mml:msubsup><mml:mrow><mml:mi>m</mml:mi></mml:mrow><mml:mn>3</mml:mn><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msubsup></mml:mrow><mml:mo>,</mml:mo><mml:mi>&#x03B8;</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>4</mml:mn></mml:msub></mml:mrow><mml:mo>,</mml:mo><mml:msup><mml:mrow><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>5</mml:mn></mml:msub></mml:mrow><mml:mo>,</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:msup><mml:mrow><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup></mml:mrow><mml:mo>=</mml:mo><mml:mrow><mml:msubsup><mml:mrow><mml:mi>m</mml:mi></mml:mrow><mml:mn>5</mml:mn><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msubsup></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mi>&#x03D5;</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>6</mml:mn></mml:msub></mml:mrow><mml:mo>,</mml:mo><mml:msup><mml:mi>&#x03D5;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>7</mml:mn></mml:msub></mml:mrow><mml:mo>,</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:msup><mml:mi>&#x03D5;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:msup><mml:mi>m</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:msub><mml:mi></mml:mi><mml:mn>7</mml:mn></mml:msub></mml:mrow></mml:math>
</disp-formula></p>
<p>The dimensionless system of <xref ref-type="disp-formula" rid="eqn-7">Eqs. (7)</xref>&#x2013;<xref ref-type="disp-formula" rid="eqn-11">(11)</xref> in view of the above defined variables are:<disp-formula id="eqn-13"><label>(13)</label>
<mml:math id="mml-eqn-13" display="block"><mml:mrow><mml:msubsup><mml:mrow><mml:mi>m</mml:mi></mml:mrow><mml:mn>3</mml:mn><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msubsup></mml:mrow><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow><mml:mo>+</mml:mo><mml:mi>&#x03BB;</mml:mi><mml:mi>&#x03B8;</mml:mi><mml:mo>+</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:msup><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mn>2</mml:mn></mml:msup><mml:mo>&#x2212;</mml:mo><mml:mi>M</mml:mi><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mi>D</mml:mi><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mi>&#x03B7;</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mfrac></mml:mrow><mml:mo>,</mml:mo></mml:mstyle></mml:math>
</disp-formula><disp-formula id="eqn-14"><label>(14)</label>
<mml:math id="mml-eqn-14" display="block"><mml:mrow><mml:msubsup><mml:mrow><mml:mi>m</mml:mi></mml:mrow><mml:mn>5</mml:mn><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msubsup></mml:mrow><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:mn>2</mml:mn><mml:mi>A</mml:mi><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>5</mml:mn></mml:msub></mml:mrow><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mi>p</mml:mi><mml:mi>r</mml:mi><mml:mi>f</mml:mi><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>5</mml:mn></mml:msub></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mi>p</mml:mi><mml:mi>r</mml:mi><mml:mi>N</mml:mi><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>4</mml:mn></mml:msub></mml:mrow></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mo>]</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mi>&#x03B7;</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mfrac></mml:mrow><mml:mo>,</mml:mo></mml:mstyle></mml:math>
</disp-formula><disp-formula id="eqn-15"><label>(15)</label>
<mml:math id="mml-eqn-15" display="block"><mml:msup><mml:mi>m</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:msub><mml:mi></mml:mi><mml:mn>7</mml:mn></mml:msub></mml:mrow><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mi>&#x03B7;</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mfrac></mml:mrow><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>7</mml:mn></mml:msub></mml:mrow><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>N</mml:mi><mml:mi>t</mml:mi></mml:mrow><mml:mrow><mml:mi>N</mml:mi><mml:mi>b</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>5</mml:mn></mml:msub></mml:mrow><mml:mo>+</mml:mo><mml:mi>P</mml:mi><mml:mi>r</mml:mi><mml:mi>L</mml:mi><mml:mi>e</mml:mi><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>7</mml:mn></mml:msub></mml:mrow><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mi>&#x03B7;</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>N</mml:mi><mml:mi>t</mml:mi></mml:mrow><mml:mrow><mml:mi>N</mml:mi><mml:mi>b</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:msup><mml:mrow><mml:mi>m</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup></mml:mrow><mml:mn>5</mml:mn></mml:msub></mml:mrow></mml:mstyle></mml:mstyle></mml:mrow><mml:mo>]</mml:mo></mml:mrow><mml:mo>.</mml:mo></mml:mstyle></mml:math>
</disp-formula></p>
<p>The corresponding dimensionless boundary conditions are:<disp-formula id="eqn-16"><label>(16)</label>
<mml:math id="mml-eqn-16" display="block"><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mn>0</mml:mn><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mn>0</mml:mn><mml:mo>)</mml:mo></mml:mrow><mml:mo>,</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mn>0</mml:mn><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>4</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mn>0</mml:mn><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mspace width="1em" /><mml:mi>N</mml:mi><mml:mi>t</mml:mi><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>5</mml:mn></mml:msub></mml:mrow><mml:mo>+</mml:mo><mml:mi>N</mml:mi><mml:mi>b</mml:mi><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>7</mml:mn></mml:msub></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mtext>&#x00A0;</mml:mtext></mml:math>
</disp-formula><disp-formula id="eqn-17"><label>(17)</label>
<mml:math id="mml-eqn-17" display="block"><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mi mathvariant="normal">&#x221E;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>4</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mi mathvariant="normal">&#x221E;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mn>6</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mi mathvariant="normal">&#x221E;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>0.</mml:mn></mml:math>
</disp-formula></p>
</sec>
<sec id="s4">
<label>4</label>
<title>Validation</title>
<p>As a limiting case, the resulting numerical findings are validated in <xref ref-type="table" rid="table-1">Table 1</xref>. The outcomes were compared with those obtained by Ishak et al. [<xref ref-type="bibr" rid="ref-35">35</xref>] and Mukhopadhya [<xref ref-type="bibr" rid="ref-38">38</xref>], and the numerical values show good agreement between the previous ones. There is a slight accuracy between the two investigations.</p>
<table-wrap id="table-1"><label>Table 1</label>
<caption>
<title>Comparative analysis of obtained numerical results <inline-formula id="ieqn-31">
<mml:math id="mml-ieqn-31"><mml:msup><mml:mi>f</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula> for distinct values of the temperature exponent <inline-formula id="ieqn-32">
<mml:math id="mml-ieqn-32"><mml:mi>N</mml:mi></mml:math>
</inline-formula></title></caption>
<table><colgroup>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th><italic>N</italic></th>
<th>Ishak et al. [<xref ref-type="bibr" rid="ref-35">35</xref>]</th>
<th>Mukhopadhyay [<xref ref-type="bibr" rid="ref-38">38</xref>]</th>
<th>Present results</th>
</tr>
</thead>
<tbody>
<tr>
<td>&#x2212;2.0</td>
<td>&#x2212;1.00000</td>
<td>&#x2212;1.0000</td>
<td>&#x2212;1.000</td>
</tr>
<tr>
<td>&#x2212;1.0</td>
<td>0.00000</td>
<td>0.0000</td>
<td>0.0000</td>
</tr>
<tr>
<td>0.0</td>
<td>0.58201</td>
<td>0.5820</td>
<td>0.5820</td>
</tr>
<tr>
<td>1.0</td>
<td>1.00001</td>
<td>1.0000</td>
<td>1.0000</td>
</tr>
<tr>
<td>2.0</td>
<td>1.33333</td>
<td>1.3333</td>
<td>1.3332</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s5">
<label>5</label>
<title>Results and Discussion</title>
<p>In this portion, the influence of emerging parameters on non-dimensional velocity profile <inline-formula id="ieqn-33">
<mml:math id="mml-ieqn-33"><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup></mml:math>
</inline-formula>, temperature profile <inline-formula id="ieqn-34">
<mml:math id="mml-ieqn-34"><mml:mi>&#x03B8;</mml:mi></mml:math>
</inline-formula> and concentration profile <inline-formula id="ieqn-35">
<mml:math id="mml-ieqn-35"><mml:mi>&#x03D5;</mml:mi></mml:math>
</inline-formula> are investigated as shown in <xref ref-type="fig" rid="fig-3">Figs. 3</xref>&#x2013;<xref ref-type="fig" rid="fig-9">9</xref>.</p>
<fig id="fig-3">
<label>Figure 3</label>
<caption>
<title>Implication of <italic>Nt</italic> on <inline-formula id="ieqn-36">
<mml:math id="mml-ieqn-36"><mml:mi>&#x03D5;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula></title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FDMP_28716-fig-3.tif"/>
</fig><fig id="fig-4">
<label>Figure 4</label>
<caption>
<title>Implication of <inline-formula id="ieqn-37">
<mml:math id="mml-ieqn-37"><mml:mrow><mml:mi>N</mml:mi><mml:mi>b</mml:mi></mml:mrow></mml:math>
</inline-formula> on <inline-formula id="ieqn-38">
<mml:math id="mml-ieqn-38"><mml:mi>&#x03D5;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula></title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FDMP_28716-fig-4.tif"/>
</fig><fig id="fig-5">
<label>Figure 5</label>
<caption>
<title>Implication of <italic>Le</italic> on <inline-formula id="ieqn-39">
<mml:math id="mml-ieqn-39"><mml:mi>&#x03D5;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula></title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FDMP_28716-fig-5.tif"/>
</fig><fig id="fig-6">
<label>Figure 6</label>
<caption>
<title>Implication of <italic>D</italic> on <inline-formula id="ieqn-40">
<mml:math id="mml-ieqn-40"><mml:msup><mml:mi>f</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula></title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FDMP_28716-fig-6.tif"/>
</fig><fig id="fig-7">
<label>Figure 7</label>
<caption>
<title>Implication of <italic>M</italic> on <inline-formula id="ieqn-41">
<mml:math id="mml-ieqn-41"><mml:msup><mml:mi>f</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula></title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FDMP_28716-fig-7.tif"/>
</fig><fig id="fig-8">
<label>Figure 8</label>
<caption>
<title>Implication of <italic>N</italic> on <inline-formula id="ieqn-42">
<mml:math id="mml-ieqn-42"><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula></title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FDMP_28716-fig-8.tif"/>
</fig><fig id="fig-9">
<label>Figure 9</label>
<caption>
<title>Implication of <inline-formula id="ieqn-43">
<mml:math id="mml-ieqn-43"><mml:mrow><mml:mi>&#x03BB;</mml:mi></mml:mrow></mml:math>
</inline-formula> on <inline-formula id="ieqn-44">
<mml:math id="mml-ieqn-44"><mml:msup><mml:mi>f</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula></title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FDMP_28716-fig-9.tif"/>
</fig>
<p><xref ref-type="fig" rid="fig-3">Figs. 3</xref> and <xref ref-type="fig" rid="fig-4">4</xref> illustrate the concentration profiles for distinct values of the Brownian parameter (<inline-formula id="ieqn-45">
<mml:math id="mml-ieqn-45"><mml:mi>N</mml:mi><mml:mi>b</mml:mi></mml:math>
</inline-formula>) and the thermophoresis parameter (<inline-formula id="ieqn-46">
<mml:math id="mml-ieqn-46"><mml:mi>N</mml:mi><mml:mi>t</mml:mi></mml:math>
</inline-formula>). The graphs depict that a decrement occurs in the concentration profiles for higher values of <italic>Nb</italic>. Enhancing the thermophoresis process increases particle movement from the upper to the lower temperature difference, which consequently increases the nanoparticles concentration in the flow regime. Physically this happens by increasing <italic>Nb</italic>, resulting in the fluid within the barrier becoming warmer, exacerbating the random motion of particles, and thus reducing the concentration profile. The influence of Lewis number <italic>Le</italic> on the concentration profile is displayed in <xref ref-type="fig" rid="fig-5">Fig. 5</xref>. Raising the value of <italic>Le</italic> slows down the concentration field and associated thickness of the boundary layer; because <italic>Le</italic> is not directly related to the Brownian coefficient, any increment in <italic>Le</italic> leads to a slowdown of the concentration field.</p>

<p><xref ref-type="fig" rid="fig-6">Fig. 6</xref> illustrates the influence of the permeability parameter on the velocity profile. The pouring medium imposes a greater restriction on the fluid flow, causing its motion to reverse backwards The fluid velocity reduces while the fluid temperature and concentration profile increase for numerous values of the porosity medium (<inline-formula id="ieqn-47">
<mml:math id="mml-ieqn-47"><mml:mi>D</mml:mi></mml:math>
</inline-formula>). The influence of <inline-formula id="ieqn-48">

</inline-formula>the magnetic parameter (<italic>M</italic>) on the temperature, velocity, and concentration fields is illustrated in <xref ref-type="fig" rid="fig-7">Fig. 7</xref>. The velocity profile reduces with increments in <italic>M</italic>. From a physical perspective, a Lorentz force exists, which opposes the fluid&#x2019;s motion and reduces the velocity field.</p>
<p><xref ref-type="fig" rid="fig-8">Fig. 8</xref> illustrates the variation in temperature profile for distinct values of <italic>N</italic>, for a stretched flat plate (<inline-formula id="ieqn-49">
<mml:math id="mml-ieqn-49"><mml:mi>&#x03B3;</mml:mi><mml:mtext>&#x00A0;</mml:mtext><mml:mo>=</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mn>0</mml:mn></mml:math>
</inline-formula>). Heat accumulates with rising values of <italic>N</italic>, such that temperature exceeds the thermal properties at the boundary layer&#x2019;s edge when <italic>N</italic> is greater than 0. Although the temperature significantly increases with <italic>N</italic>, there is no thermal runaway for the stretched cylinder (<inline-formula id="ieqn-50">
<mml:math id="mml-ieqn-50"><mml:mi>&#x03B3;</mml:mi><mml:mtext>&#x00A0;</mml:mtext><mml:mo>=</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mn>1</mml:mn></mml:math>
</inline-formula>), and so, temperature and concentration decrease with increasing values of <italic>N</italic>.</p>
<p><xref ref-type="fig" rid="fig-9">Fig. 9</xref> illustrates the effect on velocity profile of both surfaces by convection (&#x03BB;); it is noted that note fluid velocity affects both situations by raising the values of (<inline-formula id="ieqn-51">
<mml:math id="mml-ieqn-51"><mml:mi>&#x03BB;</mml:mi></mml:math>
</inline-formula>). Technically, this is related to the enhancement of the thermal buoyancy force. So, increasing the scores of mixed convection led to increases in speed with-in a transition zone. <xref ref-type="table" rid="table-2">Table 2</xref> presents the numerical values of friction factor <inline-formula id="ieqn-52">
<mml:math id="mml-ieqn-52"><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:msup><mml:mi>f</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula>, heat transfer rate <inline-formula id="ieqn-53">
<mml:math id="mml-ieqn-53"><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mrow><mml:msup><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:msup></mml:mrow></mml:mrow><mml:mo stretchy="false">)</mml:mo><mml:mo>,</mml:mo></mml:math>
</inline-formula> and concentration profile <inline-formula id="ieqn-54">
<mml:math id="mml-ieqn-54"><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mi>&#x03D5;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula> for some physical arguments.</p>
<table-wrap id="table-2"><label>Table 2</label>
<caption>
<title>Numerical calculation of several physical parameters for <inline-formula id="ieqn-55">
<mml:math id="mml-ieqn-55"><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mrow><mml:msup><mml:mrow><mml:mi mathvariant="normal">f</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>,</mml:mo><mml:mrow><mml:msup><mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x03B8;</mml:mi></mml:mrow></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>,</mml:mo><mml:msup><mml:mrow><mml:mi>&#x03D5;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula>, <italic>Pr</italic> <bold>&#x003D; </bold>7.24, <italic>Nt</italic> &#x003D; 1.1 &#x00D7; <inline-formula id="ieqn-56">
<mml:math id="mml-ieqn-56"><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>6</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math>
</inline-formula>, <inline-formula id="ieqn-57">
<mml:math id="mml-ieqn-57"><mml:mrow><mml:mi>N</mml:mi><mml:mi>b</mml:mi></mml:mrow><mml:mo>=</mml:mo><mml:mn>3.4</mml:mn><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mo>&#x00D7;</mml:mo><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>6</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math>
</inline-formula>, <inline-formula id="ieqn-58">
<mml:math id="mml-ieqn-58"><mml:mrow><mml:mi>L</mml:mi><mml:mi>e</mml:mi></mml:mrow><mml:mo>=</mml:mo><mml:mn>4.3</mml:mn><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mo>&#x00D7;</mml:mo><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mn>6</mml:mn></mml:msup></mml:mrow></mml:math>
</inline-formula></title></caption>
<table><colgroup>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th><italic>N</italic></th>
<th><italic>M</italic></th>
<th><inline-formula id="ieqn-59">
<mml:math id="mml-ieqn-59"><mml:mi>&#x03BB;</mml:mi></mml:math>
</inline-formula></th>
<th><inline-formula id="ieqn-60">
<mml:math id="mml-ieqn-60"><mml:mi>D</mml:mi></mml:math>
</inline-formula></th>
<th><inline-formula id="ieqn-61">
<mml:math id="mml-ieqn-61"><mml:mo>&#x2212;</mml:mo><mml:msup><mml:mi>f</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula></th>
<th><inline-formula id="ieqn-62">
<mml:math id="mml-ieqn-62"><mml:mo>&#x2212;</mml:mo><mml:msup><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula></th>
<th><inline-formula id="ieqn-63">
<mml:math id="mml-ieqn-63"><mml:mo>&#x2212;</mml:mo><mml:msup><mml:mi>&#x03D5;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x2032;</mml:mi></mml:mrow></mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03B7;</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>
</inline-formula></th>
</tr>
</thead>
<tbody>
<tr>
<td><bold>2.0</bold></td>
<td>0.1</td>
<td>0.2</td>
<td>10</td>
<td>5.4855</td>
<td>5.4608</td>
<td>&#x2212;1.7667</td>
</tr>
<tr>
<td><bold>4.0</bold></td>
<td></td>
<td></td>
<td></td>
<td>5.4882</td>
<td>6.6823</td>
<td>&#x2212;2.1619</td>
</tr>
<tr>
<td><bold>8.0</bold></td>
<td></td>
<td></td>
<td></td>
<td>5.4920</td>
<td>8.7046</td>
<td>&#x2212;2.8162</td>
</tr>
<tr>
<td></td>
<td><bold>2</bold></td>
<td></td>
<td></td>
<td>5.7469</td>
<td>5.4262</td>
<td>&#x2212;5.4920</td>
</tr>
<tr>
<td></td>
<td><bold>4</bold></td>
<td></td>
<td></td>
<td>6.0074</td>
<td>5.3923</td>
<td>&#x2212;1.74456</td>
</tr>
<tr>
<td></td>
<td><bold>8</bold></td>
<td></td>
<td></td>
<td>6.4908</td>
<td>5.3309</td>
<td>&#x2212;1.7247</td>
</tr>
<tr>
<td></td>
<td></td>
<td><bold>1</bold></td>
<td></td>
<td>5.3691</td>
<td>5.4766</td>
<td>&#x2212;1.7718</td>
</tr>
<tr>
<td></td>
<td></td>
<td><bold>2</bold></td>
<td></td>
<td>5.2243</td>
<td>5.4961</td>
<td>&#x2212;1.7781</td>
</tr>
<tr>
<td></td>
<td></td>
<td><bold>3</bold></td>
<td></td>
<td>5.2104</td>
<td>5.4980</td>
<td>&#x2212;1.7787</td>
</tr>
<tr>
<td></td>
<td></td>
<td></td>
<td><bold>11</bold></td>
<td>5.3509</td>
<td>5.4795</td>
<td>&#x2212;1.7727</td>
</tr>
<tr>
<td></td>
<td></td>
<td></td>
<td><bold>12</bold></td>
<td>5.4875</td>
<td>5.4616</td>
<td>&#x2212;1.7670</td>
</tr>
<tr>
<td></td>
<td></td>
<td></td>
<td><bold>13</bold></td>
<td>5.6205</td>
<td>5.4444</td>
<td>&#x2212;1.7614</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s6">
<label>6</label>
<title>Conclusions</title>
<p>This paper primarily investigates the impacts of Brownian motion and thermophoresis on nanoparticles suspended in a base fluid characterized by low thermal conductivity. Thermophoresis is responsible for moving these nanoscale particles from warmer areas to cooler ones, while Brownian motion represents the random motion of particles, especially causing heavier particles to settle. Consequently, in this study, we assess the influence of magnetohydrodynamics (MHD) on the boundary layer flow around a cylindrical object, considering the Lorentz force.<list list-type="bullet"><list-item>
<p>We examine the effects of various physical parameters on velocity, temperature, and concentration, and we present these outcomes using tables and graphs. In summary, the key findings of this research are as follows: By enhancing the magnetic field <italic>M</italic>, tempera the ture, velocity and concentration profiles decrease.</p></list-item><list-item>
<p>The temperature and concentration profiles are enhanced by increases in the values of <inline-formula id="ieqn-64">
<mml:math id="mml-ieqn-64"><mml:mi>D</mml:mi></mml:math>
</inline-formula>, while the velocity profile reduces.</p></list-item><list-item>
<p>The velocity profile decreases when the parameters <italic>D</italic> and <italic>M</italic> are increased.</p></list-item><list-item>
<p>The temperature profile is lowered when the parameters <italic>A, N</italic>, and <italic>Pr</italic> are increased.</p></list-item><list-item>
<p>The concentration profile is reduced by increasing the parameters <italic>A, N, Le</italic>, and <italic>Nb</italic>.</p></list-item><list-item>
<p>There is a notable increased in the concentration profile when the thermophoresis parameter <italic>Nt</italic> incorporating the nanoparticles into the fluid increases its thermal conductivity.</p></list-item></list></p>
</sec>
</body>
<back>
<ack>
<p>None.</p>
</ack>
<sec>
<title>Funding Statement</title>
<p>The authors received no specific funding for this study.</p>
</sec>
<sec>
<title>Author Contributions</title>
<p>The authors confirm contribution to the paper as follows: study conception and design: A. Majeed, A. Zeeshan; data collection: A. Zeeshan; analysis and interpretation of results: A. Majeed; draft manuscript preparation: A. Majeed, A. Zeeshan. All authors reviewed the results and approved the final version of the manuscript.</p>
</sec>
<sec sec-type="data-availability">
<title>Availability of Data and Materials</title>
<p>The data that support the findings of this study are available on request from the corresponding author.</p>
</sec>
<sec sec-type="COI-statement">
<title>Conflicts of Interest</title>
<p>The authors declare that they have no conflict of interest to report regarding the present study.</p>
</sec>
<ref-list content-type="authoryear">
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