diff --git a/papers/ice_structure_discovery/README.md b/papers/ice_structure_discovery/README.md
index 78b638f..73af778 100644
--- a/papers/ice_structure_discovery/README.md
+++ b/papers/ice_structure_discovery/README.md
@@ -28,3 +28,7 @@ Experimental data: https://doi.org/10.5281/zenodo.10054847
 Final relaxed geometries: https://doi.org/10.5281/zenodo.10362511
 
 Pretrained weights for the models: https://doi.org/10.5281/zenodo.10054348
+
+Training data and configuration files for training the Nequip neural network potentials:
+- Cu(111): https://doi.org/10.5281/zenodo.10371802
+- Au(111): https://doi.org/10.5281/zenodo.10371791