diff --git a/eb_hooks.py b/eb_hooks.py
index 7168ea71..4ffad330 100644
--- a/eb_hooks.py
+++ b/eb_hooks.py
@@ -1148,7 +1148,8 @@ def pre_test_hook_ignore_failing_tests_SciPybundle(self, *args, **kwargs):
         FAILED optimize/tests/test_linprog.py::TestLinprogIPSparse::test_bug_6139 - A...
         FAILED optimize/tests/test_linprog.py::TestLinprogIPSparsePresolve::test_bug_6139
         = 2 failed, 30554 passed, 2064 skipped, 10992 deselected, 76 xfailed, 7 xpassed, 40 warnings in 380.27s (0:06:20) =
-    In versions 2023.02 + 2023.07 + 2023.11 on neoverse_v1, 2 failing tests in scipy (versions 1.10.1, 1.11.1, 1.11.4):
+    In versions 2023.02 + 2023.07 + 2023.11 + 2024.05 on neoverse_v1, 2 failing tests in scipy (versions 1.10.1, 1.11.1,
+    1.11.4, 1.13.1):
         FAILED scipy/spatial/tests/test_distance.py::TestPdist::test_pdist_correlation_iris
         FAILED scipy/spatial/tests/test_distance.py::TestPdist::test_pdist_correlation_iris_float32
         = 2 failed, 54409 passed, 3016 skipped, 223 xfailed, 13 xpassed, 10917 warnings in 892.04s (0:14:52) =
@@ -1158,6 +1159,11 @@ def pre_test_hook_ignore_failing_tests_SciPybundle(self, *args, **kwargs):
         FAILED scipy/spatial/tests/test_distance.py::TestPdist::test_pdist_correlation_iris
         FAILED scipy/spatial/tests/test_distance.py::TestPdist::test_pdist_correlation_iris_float32
         = 4 failed, 54407 passed, 3016 skipped, 223 xfailed, 13 xpassed, 10917 warnings in 6068.43s (1:41:08) =
+    In version 2024.05 on a64fx, 3 failing tests in scipy (version 1.13.1):
+        FAILED scipy/optimize/tests/test_minimize_constrained.py::TestTrustRegionConstr::test_list_of_problems
+        FAILED scipy/spatial/tests/test_distance.py::TestPdist::test_pdist_correlation_iris
+        FAILED scipy/spatial/tests/test_distance.py::TestPdist::test_pdist_correlation_iris_float32
+        = 3 failed, 61426 passed, 2620 skipped, 244 xfailed, 15 xpassed, 47 warnings in 6641.17s (1:50:41) =
     In version 2023.07 + 2023.11 on grace, 2 failing tests in scipy (versions 1.11.1,  1.11.4):
         FAILED scipy/optimize/tests/test_linprog.py::TestLinprogIPSparse::test_bug_6139
         FAILED scipy/optimize/tests/test_linprog.py::TestLinprogIPSparsePresolve::test_bug_6139
@@ -1213,8 +1219,8 @@ def pre_test_hook_ignore_failing_tests_SciPybundle(self, *args, **kwargs):
     (in previous versions we were not as strict yet on the numpy/SciPy tests)
     """
     cpu_target = get_eessi_envvar('EESSI_SOFTWARE_SUBDIR')
-    scipy_bundle_versions_nv1 = ('2021.10', '2023.02', '2023.07', '2023.11')
-    scipy_bundle_versions_a64fx = ('2023.02', '2023.07', '2023.11')
+    scipy_bundle_versions_nv1 = ('2021.10', '2023.02', '2023.07', '2023.11', '2024.05')
+    scipy_bundle_versions_a64fx = ('2023.02', '2023.07', '2023.11', '2024.05')
     scipy_bundle_versions_nvidia_grace = ('2023.02', '2023.07', '2023.11')
     if self.name == 'SciPy-bundle':
         if cpu_target == CPU_TARGET_NEOVERSE_V1 and self.version in scipy_bundle_versions_nv1: