diff --git a/reactive-flows/cnf-combustion/gnns/pyproject.toml b/reactive-flows/cnf-combustion/gnns/pyproject.toml
index ea9bcfe..49933c7 100644
--- a/reactive-flows/cnf-combustion/gnns/pyproject.toml
+++ b/reactive-flows/cnf-combustion/gnns/pyproject.toml
@@ -12,11 +12,11 @@ dependencies = [
     "omegaconf==2.3.0",
     "plotly==5.24.1",
     "tensorboard==2.18.0",
-    "torch==2.8.0+cu128",
-    "torch-geometric==2.6.1",
+    "torch==2.11.0+cu128",
+    "torch-geometric==2.8.0",
     "torch-optimizer==0.3.0",
-    "torch_scatter==2.1.2+pt28cu128",
-    "torch_sparse==0.6.18+pt28cu128"
+    "torch_scatter==2.1.2+pt211cu128",
+    "torch_sparse==0.6.18+pt211cu128"
 ]
 
 # Nox will find here the python version that will be used
@@ -62,5 +62,5 @@ explicit = true
 
 [tool.uv]
 find-links = [
-    "https://data.pyg.org/whl/torch-2.8.0+cu128.html"
+    "https://data.pyg.org/whl/torch-2.11.0+cu128.html"
 ]
diff --git a/reactive-flows/cnf-combustion/gnns/uv.lock b/reactive-flows/cnf-combustion/gnns/uv.lock
index b5a0297..3839e0f 100644
--- a/reactive-flows/cnf-combustion/gnns/uv.lock
+++ b/reactive-flows/cnf-combustion/gnns/uv.lock
@@ -17,16 +17,16 @@ wheels = [
 
 [[package]]
 name = "aiohappyeyeballs"
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+version = "2.6.2"
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+    { url = "https://files.pythonhosted.org/packages/5f/fc/a7bf5b6e4e617b45f90f2d9d2a68519c249c81dd4fc2658c7a2a61c4f4b7/aiohappyeyeballs-2.6.2-py3-none-any.whl", hash = "sha256:4708045e2d7a6c6bdf8aafa8ed39649eaf926a4543b54560659129e3365953c4", size = 15062, upload-time = "2026-05-20T15:12:23.328Z" },
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.13.4"
+version = "3.14.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -35,95 +35,111 @@ dependencies = [
     { name = "frozenlist" },
     { name = "multidict" },
     { name = "propcache" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
     { name = "yarl" },
 ]
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diff --git a/reactive-flows/cnf-combustion/unets/pyproject.toml b/reactive-flows/cnf-combustion/unets/pyproject.toml
index 72370a0..dace812 100644
--- a/reactive-flows/cnf-combustion/unets/pyproject.toml
+++ b/reactive-flows/cnf-combustion/unets/pyproject.toml
@@ -8,7 +8,7 @@ dependencies = [
     "lightning==2.4.0",
     "omegaconf==2.3.0",
     "tensorboard==2.18.0",
-    "torch==2.8.0+cu128",
+    "torch==2.11.0+cu128",
     "torch-optimizer==0.3.0"
 ]
 
diff --git a/reactive-flows/cnf-combustion/unets/uv.lock b/reactive-flows/cnf-combustion/unets/uv.lock
index d1ac748..87410e0 100644
--- a/reactive-flows/cnf-combustion/unets/uv.lock
+++ b/reactive-flows/cnf-combustion/unets/uv.lock
@@ -2,8 +2,10 @@ version = 1
 revision = 3
 requires-python = ">=3.11"
 resolution-markers = [
-    "python_full_version >= '3.12'",
-    "python_full_version < '3.12'",
+    "python_full_version >= '3.12' and sys_platform != 'darwin'",
+    "python_full_version >= '3.12' and sys_platform == 'darwin'",
+    "python_full_version < '3.12' and sys_platform != 'darwin'",
+    "python_full_version < '3.12' and sys_platform == 'darwin'",
 ]
 
 [[package]]
@@ -26,7 +28,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.4"
+version = "3.14.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -35,95 +37,111 @@ dependencies = [
     { name = "frozenlist" },
     { name = "multidict" },
     { name = "propcache" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
     { name = "yarl" },
 ]
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 [[package]]
@@ -249,7 +267,7 @@ requires-dist = [
     { name = "lightning", specifier = "==2.4.0" },
     { name = "omegaconf", specifier = "==2.3.0" },
     { name = "tensorboard", specifier = "==2.18.0" },
-    { name = "torch", specifier = "==2.8.0+cu128", index = "https://download.pytorch.org/whl" },
+    { name = "torch", specifier = "==2.11.0+cu128", index = "https://download.pytorch.org/whl" },
     { name = "torch-optimizer", specifier = "==0.3.0" },
 ]
 
@@ -384,6 +402,79 @@ toml = [
     { name = "tomli", marker = "python_full_version <= '3.11'" },
 ]
 
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 [[package]]
diff --git a/weather-forecast/ecrad-3d-correction/unets/pyproject.toml b/weather-forecast/ecrad-3d-correction/unets/pyproject.toml
index a4a70c5..eed9fde 100644
--- a/weather-forecast/ecrad-3d-correction/unets/pyproject.toml
+++ b/weather-forecast/ecrad-3d-correction/unets/pyproject.toml
@@ -10,7 +10,7 @@ dependencies = [
     "lightning==2.4.0",
     "omegaconf==2.3.0",
     "tensorboard==2.18.0",
-    "torch==2.8.0+cu128",
+    "torch==2.11.0+cu128",
     "torch-optimizer==0.3.0",
     "xarray==2024.11.0"
 ]
diff --git a/weather-forecast/ecrad-3d-correction/unets/uv.lock b/weather-forecast/ecrad-3d-correction/unets/uv.lock
index 0d57d69..c8dc7bd 100644
--- a/weather-forecast/ecrad-3d-correction/unets/uv.lock
+++ b/weather-forecast/ecrad-3d-correction/unets/uv.lock
@@ -7,17 +7,21 @@ resolution-markers = [
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     "python_full_version >= '3.14' and platform_machine != 'ARM64' and sys_platform == 'win32'",
     "python_full_version >= '3.14' and sys_platform == 'emscripten'",
-    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.14' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.14' and sys_platform == 'darwin'",
     "python_full_version == '3.13.*' and platform_machine != 'ARM64' and sys_platform == 'win32'",
     "python_full_version == '3.12.*' and platform_machine != 'ARM64' and sys_platform == 'win32'",
     "python_full_version == '3.13.*' and sys_platform == 'emscripten'",
     "python_full_version == '3.12.*' and sys_platform == 'emscripten'",
-    "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
-    "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.13.*' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.13.*' and sys_platform == 'darwin'",
+    "python_full_version == '3.12.*' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.12.*' and sys_platform == 'darwin'",
     "python_full_version < '3.12' and platform_machine == 'ARM64' and sys_platform == 'win32'",
     "python_full_version < '3.12' and platform_machine != 'ARM64' and sys_platform == 'win32'",
     "python_full_version < '3.12' and sys_platform == 'emscripten'",
-    "python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.12' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.12' and sys_platform == 'darwin'",
 ]
 
 [[package]]
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 dependencies = [
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     { name = "multidict" },
     { name = "propcache" },
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-    { name = "torch", specifier = "==2.8.0+cu128", index = "https://download.pytorch.org/whl" },
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     { name = "torch-optimizer", specifier = "==0.3.0" },
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     "python_full_version >= '3.14' and sys_platform == 'emscripten'",
-    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
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 [[package]]
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 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 dependencies = [
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+    { name = "nvidia-nvjitlink-cu12", marker = "sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
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@@ -2107,6 +2219,7 @@ name = "nvidia-curand-cu12"
 version = "10.3.9.90"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
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@@ -2115,11 +2228,12 @@ name = "nvidia-cusolver-cu12"
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-    { name = "nvidia-nvjitlink-cu12", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "nvidia-cublas-cu12", marker = "sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
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@@ -2128,9 +2242,10 @@ name = "nvidia-cusparse-cu12"
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@@ -2139,15 +2254,17 @@ name = "nvidia-cusparselt-cu12"
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 [[package]]
diff --git a/weather-forecast/gravity-wave-drag/cnns/pyproject.toml b/weather-forecast/gravity-wave-drag/cnns/pyproject.toml
index badb2a8..c616f9e 100644
--- a/weather-forecast/gravity-wave-drag/cnns/pyproject.toml
+++ b/weather-forecast/gravity-wave-drag/cnns/pyproject.toml
@@ -8,7 +8,7 @@ dependencies = [
     "lightning==2.4.0",
     "omegaconf==2.3.0",
     "tensorboard==2.18.0",
-    "torch==2.8.0+cu128",
+    "torch==2.11.0+cu128",
     "torch-optimizer==0.3.0"
 ]
 
diff --git a/weather-forecast/gravity-wave-drag/cnns/uv.lock b/weather-forecast/gravity-wave-drag/cnns/uv.lock
index 118c485..eaf95d5 100644
--- a/weather-forecast/gravity-wave-drag/cnns/uv.lock
+++ b/weather-forecast/gravity-wave-drag/cnns/uv.lock
@@ -2,8 +2,10 @@ version = 1
 revision = 3
 requires-python = ">=3.11"
 resolution-markers = [
-    "python_full_version >= '3.12'",
-    "python_full_version < '3.12'",
+    "python_full_version >= '3.12' and sys_platform != 'darwin'",
+    "python_full_version >= '3.12' and sys_platform == 'darwin'",
+    "python_full_version < '3.12' and sys_platform != 'darwin'",
+    "python_full_version < '3.12' and sys_platform == 'darwin'",
 ]
 
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@@ -35,95 +37,111 @@ dependencies = [
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     { name = "multidict" },
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-    { name = "nvidia-nvjitlink-cu12" },
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 [[package]]
diff --git a/weather-forecast/nwp-emulation/panguweather/pyproject.toml b/weather-forecast/nwp-emulation/panguweather/pyproject.toml
index 169028b..051c3fa 100644
--- a/weather-forecast/nwp-emulation/panguweather/pyproject.toml
+++ b/weather-forecast/nwp-emulation/panguweather/pyproject.toml
@@ -8,7 +8,8 @@ dependencies = [
     "lightning==2.5.1",
     "omegaconf==2.3.0",
     "timm==1.0.15",
-    "torch==2.8.0+cu128",
+    "torch==2.11.0+cu128",
+    "torchvision==0.26.0+cu128",
     "xarray==2024.10.0",
     "zarr==2.18.7"
 ]
@@ -47,6 +48,9 @@ data = []
 torch = [
   { index = "pytorch" },
 ]
+torchvision = [
+  { index = "pytorch" },
+]
 
 [[tool.uv.index]]
 name = "pytorch"
diff --git a/weather-forecast/nwp-emulation/panguweather/uv.lock b/weather-forecast/nwp-emulation/panguweather/uv.lock
index eabf165..c1bfcbe 100644
--- a/weather-forecast/nwp-emulation/panguweather/uv.lock
+++ b/weather-forecast/nwp-emulation/panguweather/uv.lock
@@ -15,16 +15,16 @@ resolution-markers = [
 
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