diff --git a/autoray/autoray.py b/autoray/autoray.py
index dbb5617..cec7751 100644
--- a/autoray/autoray.py
+++ b/autoray/autoray.py
@@ -1495,6 +1495,7 @@ def jax_to_numpy(x):
 
 
 _BACKEND_ALIASES["jaxlib"] = "jax"
+_MODULE_ALIASES["jax.scipy"] = "jax.scipy"
 _MODULE_ALIASES["jax"] = "jax.numpy"
 _SUBMODULE_ALIASES["jax", "complex"] = "jax.lax"
 _SUBMODULE_ALIASES["jax", "linalg.expm"] = "jax.scipy.linalg"