diff --git a/pylops/torchoperator.py b/pylops/torchoperator.py
index 0e3486f1..5e41f67f 100644
--- a/pylops/torchoperator.py
+++ b/pylops/torchoperator.py
@@ -82,6 +82,9 @@ def __init__(
             )
         self.Top = _TorchOperator.apply
 
+    def __call__(self, x):
+        return self.apply(x)
+
     def apply(self, x: TensorTypeLike) -> TensorTypeLike:
         """Apply forward pass to input vector