diff --git a/README.md b/README.md
index 2487aed..ba62f6b 100644
--- a/README.md
+++ b/README.md
@@ -46,7 +46,7 @@ $$
 
 and $f = \frac{d\Psi}{dt} Q_s(x,y)$.
 
-For further details on the used discretisation and timestepping methods see [here](https://www.google.co.uk).
+For further details on the used discretisation and timestepping methods see [arxiv preprint](http://arxiv.org/abs/2410.09790).
 
 ## Installation
 To install this package run