diff --git a/how-to-make-a-notebook-that/index.html b/how-to-make-a-notebook-that/index.html
index c2fef83..b1b2e01 100644
--- a/how-to-make-a-notebook-that/index.html
+++ b/how-to-make-a-notebook-that/index.html
@@ -52,10 +52,12 @@
 <ul id='publist'>
 <li><a href='Thesis-Paper-Notebooks.pdf' target="_blank" class='ext'>Publication PDF</a></li>
 </ul>
-<img src="DSC_4134.jpg" class='workimg'/>
-<img src="DSC_4136.jpg" class='workimg'/>
-<img src="img/pub3.jpg" class='workimg'/>
-<img src="img/pub4.jpg" class='workimg'/>
+<img src="img/results.jpg" class='workimg'/>
+<img src="img/DSC_4141.jpg" class='workimg'/>
+<img src="img/DSC_4134.jpg" class='workimg'/>
+<img src="img/DSC_4139.jpg" class='workimg'/>
+<img src="img/DSC_4142.jpg" class='workimg'/>
+
 </div>
 <div id='publication'>
 <h3 class='gal-title'>Printed Publication</h3>