Update about.liquid

Author: abhilash-neog

_layouts/about.liquid

@@ -106,14 +106,14 @@ layout: default_about
     <!--Research Introduction -->
     <div class="research-section" style="margin-top: 50px;">
       <h2>
-        Research
+        KGML Research - Overview
       </h2>
       <div class="research-content">
         <p>
           The key motivation behind KGML is to improve the interpretability and generalization power of ML models, especially on out-of-sample distributions and even in the paucity of gold-standard data. 
-          To gain more insight into our research, have a look at this <strong>NeurIPS talk</strong> given by <strong>Anuj Karpatne</strong> where he discusses how integrating physics with deep learning can enhance scientific problem-solving, highlighting the limitations of black box methods.
+          To gain more insight into our research, have a look at this NeurIPS talk given by Anuj Karpatne where he discusses how integrating physics with deep learning can enhance scientific problem-solving, highlighting the limitations of black box methods.
         </p>
-        <iframe width="100%" height="315" src="https://www.youtube.com/embed/POsGBquHFaY" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
+        <iframe width="100%" height="515" src="https://www.youtube.com/embed/POsGBquHFaY" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
       </div>
     </div>