Update paper 2 on papers.html

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             <div><p class="grey-text flow-text light">1. Rafael A. Figueiredo, Cassio M. Oishi, Fernando T. Pinho and Roney L. Thompson, "On more insightful dimensionless numbers for computational viscoelastic rheology", Journal of Non-Newtonian Fluid Mechanics, 2024.<br>DOI: <a href="https://doi.org/10.1016/j.jnnfm.2024.105282" target="_blank">10.1016/j.jnnfm.2024.105282</a></p></div>
 
-            <div><p class="grey-text flow-text light">2. Samuel E. Otto, Cassio M. Oishi, Fabio Amaral, Steven L. Brunton and J. Nathan Kutz, "Machine Learning in Viscoelastic Fluids via Energy-Based Kernel Embedding", ArXiv, 2024.<br>DOI: <a href="https://doi.org/10.48550/arXiv.2404.14347" target="_blank">10.48550/arXiv.2404.14347</a></p></div>
+            <div><p class="grey-text flow-text light">2. Samuel E. Otto, Cassio M. Oishi, Fabio Amaral, Steven L. Brunton and J. Nathan Kutz, "Machine learning in viscoelastic fluids via energy-based kernel embedding", Journal of Computational Physics, 2024.<br>DOI: <a href="https://doi.org/10.1016/j.jcp.2024.113371" target="_blank">10.1016/j.jcp.2024.113371</a></p></div>
 
             <div><p class="grey-text flow-text light">3. Diego A. de Aguiar, Hugo L. França and Cassio M. Oishi, "Predicting Energy Budgets in Droplet Dynamics: A Recurrent Neural Network Approach". ArXiv, 2024.<br>DOI: <a href="https://doi.org/10.48550/arXiv.2403.16144" target="_blank">10.48550/arXiv.2403.16144</a></p></div>
 
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