diff --git a/index.html b/index.html
index 44591e8..a0b5778 100644
--- a/index.html
+++ b/index.html
@@ -111,9 +111,14 @@ <h1><a href="index.html" id="logo">COMPAS</a>
                                 "https://github.com/TeamCOMPAS/COMPAS">
                                 https://github.com/TeamCOMPAS/COMPAS</a>.
                                 Further information can be found in
+				the 
                                 <a href=
-                                "http://arXiv.org/abs/2109.10352">the
-                                COMPAS methods paper</a> or in more
+                                "http://arXiv.org/abs/2109.10352">
+                                first </a> and
+				<a href=
+                                "http://arXiv.org/abs/2506.02316">
+                                second </a>  
+				COMPAS methods papers or in more
                                 technical <a href=
                                 "https://compas.science/docs">documentation</a>.</p>
                                 <span class=