diff --git a/README.md b/README.md
index 05347d48b71737213da83ab70d85dee63d88927a..b8fdcfbe798b7085f8c489b366ef37011f10cc5d 100644
--- a/README.md
+++ b/README.md
@@ -17,6 +17,9 @@ Install my project with pip
 * Bayesian calibration with MCMC using `emcee` package
 * Bayesian validation with model weights for multi-model setting
 
+## Examples
+- [Surrogate modeling](https://git.iws.uni-stuttgart.de/inversemodeling/bayesian-validation/-/blob/cleanup/tests/AnalyticalFunction/example_analytical_function.ipynb)
+
 ## Requirements
 * numpy==1.22.1
 * pandas==1.2.4