diff --git a/crystal_diffusion/models/score_networks/egnn_score_network.py b/crystal_diffusion/models/score_networks/egnn_score_network.py
index a94e2cd6..24f30d7a 100644
--- a/crystal_diffusion/models/score_networks/egnn_score_network.py
+++ b/crystal_diffusion/models/score_networks/egnn_score_network.py
@@ -30,8 +30,6 @@ class EGNNScoreNetworkParameters(ScoreNetworkParameters):
     coords_agg: str = "mean"
     message_agg: str = "mean"
     n_layers: int = 4
-    repulsion_max: float = 0.0,
-    repulsion_rcut: float = 0.5
     edges: str = 'fully_connected'
     radial_cutoff: float = 4.0
     drop_duplicate_edges: bool = True
@@ -80,8 +78,6 @@ def __init__(self, hyper_params: EGNNScoreNetworkParameters):
             coords_agg=hyper_params.coords_agg,
             message_agg=hyper_params.message_agg,
             n_layers=hyper_params.n_layers,
-            repulsion_max=hyper_params.repulsion_max,
-            repulsion_rcut=hyper_params.repulsion_rcut
         )
 
     @staticmethod