Update to remove typo Kate fixed

Author: kmorris3

index.html

@@ -142,7 +142,7 @@ <h1>
   <ul>
     <li>2:00 - 2:20 <b>Invited Speaker:</b> Francesc Lordan - Barcelona Supercomputing Center</li>
     &emsp;&emsp;&emsp;&emsp;&emsp;&emsp;
-    <i>From Parallel Clusters to Hyper-distributed applications: Programming swarms with COLMENA</i></li>
+    <i>From Parallel Clusters to Hyper-distributed applications: Programming Swarms with COLMENA</i></li>
     &emsp;&emsp;&emsp;&emsp;&emsp;&emsp;
     <!-- <a href="https://github.com/sourceryinstitute/PAW/raw/gh-pages/PAW-ATM25/presentations/PAW-ATM2025_Lordan.pdf" download> (Presentation, </a>  -->
     <!-- <a href="https://github.com/sourceryinstitute/PAW/raw/gh-pages/PAW-ATM25/presentations/Lordan.pdf" target="_top"> Abstract)</a>  -->
@@ -157,7 +157,7 @@ <h1>
 
     <li>2:40 - 3:00 Mahesh Doijade, Andrey Alekseenko, Ania Brown, Alan Gray, and Szilárd Páll  </li>
       &emsp;&emsp;&emsp;&emsp;&emsp;&emsp;
-      <i>Redesigning GPU-initiated Halo Exchange with NVSHMEM to Improve GROMACS Strong Scaling</i></li> 
+      <i>Redesigning GROMACS Halo Exchange: Improving Strong Scaling with GPU-initiated NVSHMEM</i></li> 
       <br>&emsp;&emsp;&emsp;&emsp;&emsp;&emsp;
       <!-- <a href="https://github.com/sourceryinstitute/PAW/raw/gh-pages/PAW-ATM25/presentations/PAW-ATM2025_Davis.pdf" download> (Presentation) </a> -->
       <!-- <br>&emsp;&emsp;&emsp;&emsp;&emsp;&emsp;&emsp; -->