diff --git a/pixi.lock b/pixi.lock
index a9b90394..1826ca51 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -201,7 +201,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/pyyaml-6.0.3-py314h67df5f8_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/re2-2025.11.05-h5301d42_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.11-h7805a7d_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.13-h994f30f_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/scipy-1.17.1-py314hf07bd8e_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/tbb-2022.3.0-hb700be7_2.conda
@@ -501,7 +501,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-64/pyyaml-6.0.3-py314h10d0514_1.conda
       - conda: https://prefix.dev/conda-forge/osx-64/re2-2025.11.05-h77e0585_1.conda
       - conda: https://prefix.dev/conda-forge/osx-64/readline-8.3-h68b038d_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.11-h16586dd_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.13-h613a73a_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/scipy-1.17.1-py314h5727af0_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/sleef-3.9.0-h289094c_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/tbb-2021.13.0-h06b67a2_5.conda
@@ -686,7 +686,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-arm64/pyyaml-6.0.3-py314h6e9b3f0_1.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/re2-2025.11.05-ha480c28_1.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.11-hc5c3a1d_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.13-hbd3f8a3_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/scipy-1.17.1-py314hfc1f868_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/sleef-3.9.0-hb028509_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
@@ -847,7 +847,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/python-librt-0.8.1-py314hc5dbbe4_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/pytorch-2.10.0-cpu_mkl_py314_hf6ce55f_102.conda
       - conda: https://prefix.dev/conda-forge/win-64/pyyaml-6.0.3-py314h2359020_1.conda
-      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.11-h02f8532_0.conda
+      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.13-hd7ccaa8_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/scipy-1.17.1-py314h221f224_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/sleef-3.9.0-h67fd636_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/tbb-2022.3.0-h3155e25_2.conda
@@ -974,7 +974,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/rdma-core-61.0-h192683f_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/re2-2025.11.05-h5301d42_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.11-h7805a7d_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.13-h994f30f_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/scipy-1.16.3-py314hf07bd8e_2.conda
       - conda: https://prefix.dev/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/tbb-2022.3.0-hb700be7_2.conda
@@ -1282,7 +1282,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-64/pyyaml-6.0.3-py314h10d0514_1.conda
       - conda: https://prefix.dev/conda-forge/osx-64/re2-2025.11.05-h77e0585_1.conda
       - conda: https://prefix.dev/conda-forge/osx-64/readline-8.3-h68b038d_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.11-h16586dd_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.13-h613a73a_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/scipy-1.17.1-py314h5727af0_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/sleef-3.9.0-h289094c_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/tbb-2021.13.0-h06b67a2_5.conda
@@ -1467,7 +1467,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-arm64/pyyaml-6.0.3-py314h6e9b3f0_1.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/re2-2025.11.05-ha480c28_1.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.11-hc5c3a1d_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.13-hbd3f8a3_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/scipy-1.17.1-py314hfc1f868_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/sleef-3.9.0-hb028509_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
@@ -1648,7 +1648,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/python-librt-0.8.1-py314hc5dbbe4_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/pytorch-2.10.0-cuda128_mkl_py314_h5a71295_302.conda
       - conda: https://prefix.dev/conda-forge/win-64/pyyaml-6.0.3-py314h2359020_1.conda
-      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.11-h02f8532_0.conda
+      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.13-hd7ccaa8_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/scipy-1.16.3-py314h221f224_2.conda
       - conda: https://prefix.dev/conda-forge/win-64/sleef-3.9.0-h67fd636_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/tbb-2022.3.0-h3155e25_2.conda
@@ -2103,7 +2103,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/python-librt-0.8.1-py314h0f05182_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/pyyaml-6.0.3-py314h67df5f8_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.11-h7805a7d_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.13-h994f30f_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
       - conda: https://prefix.dev/conda-forge/linux-64/typos-1.46.1-hb17b654_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/uv-0.10.4-h6dd6661_0.conda
@@ -2301,7 +2301,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-64/python-librt-0.8.1-py314h0b69929_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/pyyaml-6.0.3-py314h10d0514_1.conda
       - conda: https://prefix.dev/conda-forge/osx-64/readline-8.3-h68b038d_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.11-h16586dd_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.13-h613a73a_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/tk-8.6.13-h7142dee_3.conda
       - conda: https://prefix.dev/conda-forge/osx-64/typos-1.46.1-h19f9e61_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/uv-0.10.4-h7e0bed3_0.conda
@@ -2426,7 +2426,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-arm64/python-librt-0.8.1-py314ha14b1ff_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/pyyaml-6.0.3-py314h6e9b3f0_1.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.11-hc5c3a1d_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.13-hbd3f8a3_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/typos-1.46.1-h6fdd925_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/uv-0.10.4-h9b11cc2_0.conda
@@ -2542,7 +2542,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/python-3.14.3-h4b44e0e_101_cp314.conda
       - conda: https://prefix.dev/conda-forge/win-64/python-librt-0.8.1-py314hc5dbbe4_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/pyyaml-6.0.3-py314h2359020_1.conda
-      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.11-h02f8532_0.conda
+      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.13-hd7ccaa8_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/tbb-2022.3.0-h3155e25_2.conda
       - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h6ed50ae_3.conda
       - conda: https://prefix.dev/conda-forge/win-64/typos-1.46.1-h18a1a76_0.conda
@@ -8059,21 +8059,21 @@ packages:
     - readline >=8.3,<9.0a0
   size: 345073
   timestamp: 1765813471974
-- conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.11-h7805a7d_0.conda
+- conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.13-h994f30f_0.conda
   noarch: python
-  sha256: cdbe0e611cf6abfea4d0a8d31721cdd357987ebc4521392638d7b57169422968
-  md5: 67a5122f008a689124eeb2075c1d92ab
+  sha256: e3549abf97c45917e0425c0ed79e17fbc2b5a0cc19ec3a690ab3edfe4c1909e3
+  md5: b26062a66f4c473ae164233add765764
   depends:
   - python
-  - __glibc >=2.17,<3.0.a0
   - libgcc >=14
+  - __glibc >=2.17,<3.0.a0
   constrains:
   - __glibc >=2.17
   license: MIT
-  purls:
-  - pkg:pypi/ruff?source=compressed-mapping
-  size: 9327937
-  timestamp: 1776378777189
+  license_family: MIT
+  run_exports: {}
+  size: 9317508
+  timestamp: 1778780215313
 - conda: https://prefix.dev/conda-forge/linux-64/scipy-1.15.2-py311h8f841c2_0.conda
   sha256: 6d0902775e3ff96dd1d36ac627e03fe6c0b3d2159bb71e115dd16a1f31693b25
   md5: 5ec0a1732a05376241e1e4c6d50e0e91
@@ -11698,20 +11698,20 @@ packages:
     - readline >=8.3,<9.0a0
   size: 317819
   timestamp: 1765813692798
-- conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.11-h16586dd_0.conda
+- conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.13-h613a73a_0.conda
   noarch: python
-  sha256: 4b9adce4d8d99bf5f193a8bf3b2aaa91f3b65d88fd610f61a6330120704eacaf
-  md5: d2c7c98d69f8e0d9160257fb590ffe4f
+  sha256: d4d8fc6abb897f0cd6f3f8f1245fb212e108a6bff6c1f57db09aee281845e563
+  md5: 0110d9e23702ea6bf004ce4c17b183a9
   depends:
   - python
   - __osx >=11.0
   constrains:
   - __osx >=10.13
   license: MIT
-  purls:
-  - pkg:pypi/ruff?source=compressed-mapping
-  size: 9350619
-  timestamp: 1776378920511
+  license_family: MIT
+  run_exports: {}
+  size: 9246877
+  timestamp: 1778780424677
 - conda: https://prefix.dev/conda-forge/osx-64/scipy-1.15.2-py311h0c91ca8_0.conda
   sha256: 796252d7772df42edd29a45ae70eb18843a7e476d42c96c273cd6e677ec148c8
   md5: 58c17d411ed0cd1220ed3e824a3efc82
@@ -13282,20 +13282,20 @@ packages:
     - readline >=8.3,<9.0a0
   size: 313930
   timestamp: 1765813902568
-- conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.11-hc5c3a1d_0.conda
+- conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.13-hbd3f8a3_0.conda
   noarch: python
-  sha256: 2c8d24c58059cc1ed590276591634482fe921d2542957323caaa21e053cf6971
-  md5: 4fe5ced33c7d002ccdf4c49c754f45c1
+  sha256: 289d04e83c9f14295ae71180bb49a1bcee4b93a58aa185c4c7fcc5298c401e76
+  md5: 453f8f52ac33bc7bbb7002465765b2bc
   depends:
   - python
   - __osx >=11.0
   constrains:
   - __osx >=11.0
   license: MIT
-  purls:
-  - pkg:pypi/ruff?source=compressed-mapping
-  size: 8510514
-  timestamp: 1776378932502
+  license_family: MIT
+  run_exports: {}
+  size: 8490025
+  timestamp: 1778780500160
 - conda: https://prefix.dev/conda-forge/osx-arm64/scipy-1.15.2-py311h0675101_0.conda
   sha256: bc3e873e85c55deaaad446c410d9001d12a133c1b48fa2cb0050b4f46f926aa3
   md5: df904770f3fdb6c0265a09cdc22acf54
@@ -14970,20 +14970,20 @@ packages:
   - pkg:pypi/pyyaml?source=compressed-mapping
   size: 181257
   timestamp: 1770223460931
-- conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.11-h02f8532_0.conda
+- conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.13-hd7ccaa8_0.conda
   noarch: python
-  sha256: 29b1d24ad55d68abe04ff7911107344e63d3b76ae54f58c52a2a74fbf8a53c4c
-  md5: ce7fdb3d4e42746ae13703ae80176c75
+  sha256: 54ad113aa9ccdd3b9ea76589090706a9acf858f77f24c197487a132a5f4dcba8
+  md5: 2d1667f8dc1931a7ead8ec2e07a55b9a
   depends:
   - python
   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
   - ucrt >=10.0.20348.0
   license: MIT
-  purls:
-  - pkg:pypi/ruff?source=compressed-mapping
-  size: 9828825
-  timestamp: 1776378829267
+  license_family: MIT
+  run_exports: {}
+  size: 9725533
+  timestamp: 1778780264975
 - conda: https://prefix.dev/conda-forge/win-64/scipy-1.15.2-py311h99d06ae_0.conda
   sha256: 62ae1a1e02c919513213351474d1c72480fb70388a345fa81f1c95fa822d98bf
   md5: c7ec15b5ea6a27bb71af2ea5f7c97cbb
diff --git a/pixi.toml b/pixi.toml
index 1bedef47..02d6a112 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -65,7 +65,7 @@ hypothesis = ">=6.152.2"
 dask-core = ">=2026.3.0" # No distributed, tornado, etc.
 dprint = ">=0.50.0,<0.51"
 lefthook = ">=2.1.6,<3"
-ruff = ">=0.15.11,<0.16"
+ruff = ">=0.15.12,<0.16"
 typos = ">=1.46.0,<2"
 actionlint = ">=1.7.12,<2"
 blacken-docs = ">=1.20.0,<2"