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    <journal-meta>
      <journal-id journal-id-type="publisher-id">IJLTEMAS</journal-id>
      <journal-title-group>
        <journal-title>International Journal of Latest Technology in Engineering, Management &amp; Applied Science (IJLTEMAS)</journal-title>
        <abbrev-journal-title abbrev-type="publisher">IJLTEMAS</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">2278-2540</issn>
      <publisher>
        <publisher-name>IJLTEMAS</publisher-name>
      </publisher>
    </journal-meta>

    <article-meta>
      <!-- IDs -->
      <article-id pub-id-type="publisher-id">25</article-id>
            <article-id pub-id-type="doi">10.51583/IJLTEMAS.2026.150700020</article-id>
      
      <!-- Categories -->
            <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Curved Channels</subject>
        </subj-group>
      </article-categories>
      
      <!-- Title -->
      <title-group>
        <article-title>Exploring the Dynamics of Turbulent Flows: Mathematical Models and Stability in Curved Channels</article-title>
      </title-group>

      <!-- Authors -->
      <contrib-group>
                <contrib contrib-type="author">
                    <name>
            <surname>Satyapal Singh</surname>
            <given-names>Dr.</given-names>
          </name>
                              <aff>
            Department of Mathematics, B.S.A. (PG) College, Mathura, Affiliated to Dr. Bhim Rao Ambedkar University, Agra, 282004, India                        <country>India</country>
                      </aff>
                    
        </contrib>
              </contrib-group>

      <!-- Volume / Issue / Pages -->
            <volume>15</volume>
                  <issue>7</issue>
                        <fpage>250</fpage>
            <lpage>261</lpage>
            
      <!-- Dates -->
      <history>
                <date date-type="received">
          <day>25</day>
          <month>07</month>
          <year>2026</year>
        </date>
                        <date date-type="accepted">
          <day>30</day>
          <month>07</month>
          <year>2026</year>
        </date>
              </history>

            <pub-date pub-type="epub">
        <day>06</day>
        <month>08</month>
        <year>2026</year>
      </pub-date>
      
      <!-- DOI Self-URI -->
            <self-uri xlink:href="https://doi.org/10.51583/IJLTEMAS.2026.150700020"/>
      
      <!-- Keywords -->
            <kwd-group kwd-group-type="author">
                <kwd>Turbulent flows</kwd>
                <kwd>Curved channels</kwd>
                <kwd>RANS equations</kwd>
                <kwd>Flow stability</kwd>
              </kwd-group>
      
    </article-meta>
  </front>

  <!-- ============================================================ BODY (Abstract) -->
  <body>
        <sec>
      <title>Abstract</title>
      <p>This study explores the dynamics of turbulent flows in curved channels, with a focus on developing and validating mathematical models that accurately represent flow behaviour and stability. Using Reynolds-Averaged Navier-Stokes (RANS) equations and turbulence models such as k-ε and k-ω, we conducted detailed numerical simulations to analyse the effects of channel curvature on turbulence intensity and flow stability. The simulations, implemented in CFD software, were validated against experimental data, ensuring robust and reliable findings. Additionally, linear and nonlinear stability analyses were performed to identify critical Reynolds numbers and assess the influence of curvature on flow transitions. The results highlight the significant impact of curvature on turbulence dynamics, providing valuable insights for engineering applications such as pipeline design and environmental flow management. Future research directions include refining turbulence models and conducting more comprehensive experimental validations.</p>
    </sec>
      </body>

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    <ref-list>
      <title>References</title>
            <ref id="ref1">
        <label>1</label>
        <mixed-citation>Reynolds, O. (1883). An experimental investigation of the circumstances which determine whether the motion of water shall be direct or sinuous, and of the law of resistance in parallel channels. Philosophical Transactions of the Royal Society of London,  174 , 935–982. https://doi.org/10.1098/rstl.1883.0029</mixed-citation>
      </ref>
            <ref id="ref2">
        <label>2</label>
        <mixed-citation>Richardson, L. F. (1922). Weather prediction by numerical process. Cambridge University Press.</mixed-citation>
      </ref>
            <ref id="ref3">
        <label>3</label>
        <mixed-citation>Kolmogorov, A. N. (1941). The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers. Doklady Akademii Nauk SSSR,  30 (4), 301–305.</mixed-citation>
      </ref>
            <ref id="ref4">
        <label>4</label>
        <mixed-citation>Schlichting, H. (1968). Boundary-layer theory (6th ed.). McGraw-Hill.</mixed-citation>
      </ref>
            <ref id="ref5">
        <label>5</label>
        <mixed-citation>Launder, B. E., &amp; Spalding, D. B. (1974). The numerical computation of turbulent flows. Computer Methods in Applied Mechanics and Engineering,  3 (2), 269–289. https://doi.org/10.1016/0045-7825(74)90029-2</mixed-citation>
      </ref>
            <ref id="ref6">
        <label>6</label>
        <mixed-citation>Wilcox, D. C. (1988). Reassessment of the scale-determining equation for advanced turbulence models. AIAA Journal,  26 (11), 1299–1310.  https://doi.org/10.2514/3.10041</mixed-citation>
      </ref>
            <ref id="ref7">
        <label>7</label>
        <mixed-citation>Dean, W. R. (1927). XVI. Note on the motion of fluid in a curved pipe. The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science,  4 (20), 208–223. https://doi.org/10.1080/14786440708564324</mixed-citation>
      </ref>
            <ref id="ref8">
        <label>8</label>
        <mixed-citation>Berger, S. A., Talbot, L., &amp; Yao, L. S. (1983). Flow in curved pipes. Annual Review of Fluid Mechanics,  15 (1), 461–512. https://doi.org/10.1146/annurev.fl.15.010183.002333</mixed-citation>
      </ref>
            <ref id="ref9">
        <label>9</label>
        <mixed-citation>Ku, D. N. (1997). Blood flow in arteries. Annual Review of Fluid Mechanics,  29 (1), 399–434. https://doi.org/10.1146/annurev.fluid.29.1.399</mixed-citation>
      </ref>
            <ref id="ref10">
        <label>10</label>
        <mixed-citation>Dietrich, W. E., &amp; Smith, J. D. (1984). Bed load transport in a river meander. Water Resources Research,  20 (10), 1355–1380. https://doi.org/10.1029/WR020i010p01355</mixed-citation>
      </ref>
            <ref id="ref11">
        <label>11</label>
        <mixed-citation>Batistella Lopes, M., Cocco Mariani, V., Cordeiro Mendonça, K., Beghein, C., &amp; Kleinübing Larcher, J. H. (2021, July). Evaluating turbulence models to predict the particle deposition in curved ducts [Paper presentation]. 16th International Conference on Heat Transfer, Fluid Mechanics and Thermodynamics, Virtual Conference.</mixed-citation>
      </ref>
            <ref id="ref12">
        <label>12</label>
        <mixed-citation>Liu, J., Zuo, Z., Wu, Y., Zhuang, B., &amp; Wang, L. (2015). A nonlinear partially-averaged Navier-Stokes model for turbulence flow simulations. Journal of Hydrodynamics, Ser. B,  27 (4), 627–635. https://doi.org/10.1016/S1001-6058(15)60526-1</mixed-citation>
      </ref>
            <ref id="ref13">
        <label>13</label>
        <mixed-citation>Wang, J., &amp; Shirazi, S. A. (2000). A simultaneous variable solution procedure for laminar and turbulent flows in curved channels and bends. Journal of Fluids Engineering,  122 (2), 323–329. https://doi.org/10.1115/1.1287723</mixed-citation>
      </ref>
            <ref id="ref14">
        <label>14</label>
        <mixed-citation>Zhang, Q., Pan, C., Gu, W., &amp; Zhou, F. (2023a). Structures of lateral flow and turbulence in a breaking tidal bore rushing through a curved channel of the Qiantang Estuary. Journal of Physical Oceanography,  53 (11), 2721–2740. https://doi.org/10.1175/JPO-D-23-0044.1</mixed-citation>
      </ref>
            <ref id="ref15">
        <label>15</label>
        <mixed-citation>Ye, W., Luo, X., &amp; Li, Y. (2020). Modified partially averaged Navier–Stokes model for turbulent flow in passages with large curvature. Modern Physics Letters B,  34 (21), Article 2050239. https://doi.org/10.1142/S0217984920502395</mixed-citation>
      </ref>
            <ref id="ref16">
        <label>16</label>
        <mixed-citation>Humphrey, J. A. C., &amp; Pourahmadi, F. (1983). Prediction of curved channel flow with an extended k-epsilon model of turbulence. AIAA Journal,  21 (10), 1372–1377. https://doi.org/10.2514/3.8255</mixed-citation>
      </ref>
            <ref id="ref17">
        <label>17</label>
        <mixed-citation>Ali, S. Z., &amp; Dey, S. (2024). Universal skin friction laws for turbulent flow in curved tubes. Physics of Fluids,  36 (9), Article 095110. https://doi.org/10.1063/5.0222083</mixed-citation>
      </ref>
            <ref id="ref18">
        <label>18</label>
        <mixed-citation>Kashyap, P. V., Duguet, Y., &amp; Dauchot, O. (2024). Linear stability of turbulent channel flow with one-point closure. Physical Review Fluids,  9 (6), Article 063906. https://doi.org/10.1103/PhysRevFluids.9.063906</mixed-citation>
      </ref>
            <ref id="ref19">
        <label>19</label>
        <mixed-citation>Kundu, S., &amp; Chattopadhyay, T. (2022). Analysis and validation of mathematical models of secondary velocities along vertical and transverse directions in wide open-channel turbulent flows. Journal of Hydraulic Research,  60 (5), 770–785. https://doi.org/10.1080/00221686.2022.2053206</mixed-citation>
      </ref>
            <ref id="ref20">
        <label>20</label>
        <mixed-citation>Liu, D., Lv, S., &amp; Li, C. (2024). Impact of spur dike placement on flow dynamics in curved river channels: A CFD study on pick angle and river-width-narrowing rate. Water,  16 (16), Article 2236. https://doi.org/10.3390/w16162236</mixed-citation>
      </ref>
            <ref id="ref21">
        <label>21</label>
        <mixed-citation>Mironov, V. L., &amp; Mironov, S. V. (2024). Vortex model of plane turbulent air flows in channels. Journal of Applied Mechanics and Technical Physics,  65 (1), 58–68. https://doi.org/10.1134/S002189442401006X</mixed-citation>
      </ref>
            <ref id="ref22">
        <label>22</label>
        <mixed-citation>Mishra, A. A., &amp; Girimaji, S. S. (2013). The dynamics of pressure in planar turbulent flows: Flow stability and modeling. In Proceedings of the ASME 2013 Fluids Engineering Division Summer Meeting (Vol. 1A, Paper FEDSM2013-16167). American Society of Mechanical Engineers. https://doi.org/10.1115/FEDSM2013-16167</mixed-citation>
      </ref>
            <ref id="ref23">
        <label>23</label>
        <mixed-citation>Sharma, A., Lakkaraju, R., &amp; Atta, A. (2023). Influence of channel bend angle on the turbulent statistics in sharply bent channel flows. Physics of Fluids,  35 (5), Article 055104. https://doi.org/10.1063/5.0149086</mixed-citation>
      </ref>
            <ref id="ref24">
        <label>24</label>
        <mixed-citation>Sharma, A., Lakkaraju, R., &amp; Atta, A. (2023). Insight into the particle-laden turbulent flow statistics in sharply bent channels. Physics of Fluids,  35 (9), Article 095119. https://doi.org/10.1063/5.0169374</mixed-citation>
      </ref>
            <ref id="ref25">
        <label>25</label>
        <mixed-citation>Zhang, Q., Pan, C., Gu, W., &amp; Zhou, F. (2023b). [Duplicate of entry #14. Retain only one and adjust in-text citations accordingly.] Journal of Physical Oceanography,  53 (11), 2721–2740. https://doi.org/10.1175/JPO-D-23-0044.1</mixed-citation>
      </ref>
            <ref id="ref26">
        <label>26</label>
        <mixed-citation>Ali, N., Chand, A., Sharma, V., &amp; Tariq, A. (2025). Flow mechanism across 180° sharp bend of matrix-cooled serpentine channel. International Journal of Heat and Fluid Flow,  112 , Article 109683. https://doi.org/10.1016/j.ijheatfluidflow.2024.109683</mixed-citation>
      </ref>
            <ref id="ref27">
        <label>27</label>
        <mixed-citation>Bagheri, E., Wang, Z., Choueiri, G. H., &amp; Hof, B. (2025). Collapse of turbulence in curved pipe flow. arXiv. https://doi.org/10.48550/arXiv.2511.17073</mixed-citation>
      </ref>
            <ref id="ref28">
        <label>28</label>
        <mixed-citation>Bera, S., Shit, G. C., Reza, M., &amp; Drese, K. S. (2024). Linear temporal instabilities and transient energy growth in rotating curved microchannel flow. Physics of Fluids,  36 (12), Article 124112. https://doi.org/10.1063/5.0246936</mixed-citation>
      </ref>
            <ref id="ref29">
        <label>29</label>
        <mixed-citation>Ghani, W., Shah, S. R., &amp; Kumar, B. (2024). Bed morphology and turbulent anisotropy in a curved flexible bed channel. Water Practice and Technology,  19 (4), 1421–1437. https://doi.org/10.2166/wpt.2024.108</mixed-citation>
      </ref>
            <ref id="ref30">
        <label>30</label>
        <mixed-citation>Gopakumar, G. A. (2025). Direct numerical simulation of pulsating flow in curved pipes: Insights into aortic dissection in humans [Doctoral dissertation, University of Kentucky]. UKnowledge. https://doi.org/10.13023/etd.2025.516</mixed-citation>
      </ref>
            <ref id="ref31">
        <label>31</label>
        <mixed-citation>Hu, C., Liu, Y., &amp; Yu, M. (2025). Influence of Froude number on the development and evolution of secondary flows in a sharply curved bend: An experimental and numerical study [Manuscript submitted for publication]. SSRN. http://dx.doi.org/10.2139/ssrn.5251116</mixed-citation>
      </ref>
            <ref id="ref32">
        <label>32</label>
        <mixed-citation>Lupi, V., Canton, J., Rinaldi, E., &amp; Schlatter, P. (2024). Modal stability analysis of toroidal pipe flow approaching zero curvature. Journal of Fluid Mechanics,  987 , Article A21. https://doi.org/10.1017/jfm.2024.312</mixed-citation>
      </ref>
            <ref id="ref33">
        <label>33</label>
        <mixed-citation>Pokharel, C., Kafle, J., &amp; Bhatta, C. R. (2024). Impact of effective viscosity on blood flow through sinusoidal stenosed curved artery. Journal of Nepal Mathematical Society,  7 (2), 8–21. https://doi.org/10.3126/jnms.v7i2.73100</mixed-citation>
      </ref>
            <ref id="ref34">
        <label>34</label>
        <mixed-citation>Soldati, G., Orlandi, P., &amp; Pirozzoli, S. (2025). Reynolds number effects on turbulent flow in curved channels. Journal of Fluid Mechanics,  1003 , Article A12. https://doi.org/10.1017/jfm.2025.10012</mixed-citation>
      </ref>
            <ref id="ref35">
        <label>35</label>
        <mixed-citation>Song, R., Xiao, H., Liu, Y., &amp; Wu, Y. (2025). Spatial marching with subgrid-scale local exact coherent structures in non-uniformly curved channel flow. Journal of Fluid Mechanics,  1025 , Article A42. https://doi.org/10.1017/jfm.2025.10968</mixed-citation>
      </ref>
            <ref id="ref36">
        <label>36</label>
        <mixed-citation>Farzad, H., Keshavarzi, A., Hamidifar, H., &amp; Gualtieri, C. (2026). Turbulence in a bend in the presence of emergent vegetation and a 3D pool bedform. Water,  18 (3), Article 431. https://doi.org/10.3390/w18030431</mixed-citation>
      </ref>
            <ref id="ref37">
        <label>37</label>
        <mixed-citation>Xie, P., Li, C. G., Lü, S. J., Jing, H. F., &amp; Zhang, F. Z. (2024). Numerical simulation of effects of permeable spur dike on three-dimensional flow structure in curved channel with different curvatures. China Rural Water and Hydropower, (5), 31–40. https://doi.org/10.12396/znsd.231512</mixed-citation>
      </ref>
          </ref-list>
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