diff --git a/.copier-answers.yml b/.copier-answers.yml
index e726bfdc..37815cc4 100644
--- a/.copier-answers.yml
+++ b/.copier-answers.yml
@@ -1,6 +1,6 @@
 # WARNING: Do not edit this file manually.
 # Any changes will be overwritten by Copier.
-_commit: v0.12.0
+_commit: v0.13.1-3-g44c0369
 _src_path: gh:easyscience/templates
 app_docs_url: https://easyscience.github.io/dynamics-app
 app_doi: 10.5281/zenodo.18877180
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 2f1a413e..4b7618c9 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -123,11 +123,14 @@ jobs:
 
       # Build the static files for the documentation site for local inspection
       # Input: docs/ directory containing the Markdown files
-      # Output: site/ directory containing the generated HTML files
+      # Output: docs/site/ directory containing the generated HTML files
+      # Also verifies that mkdocstrings generated docs/site/objects.inv.
       - name: Build site for local check
-        run: pixi run docs-build-local
+        run: |
+          pixi run docs-build-local
+          pixi run docs-inventory-check
 
-      # Upload the static files from the site/ directory to be used for
+      # Upload the static files from the docs/site/ directory to be used for
       # local check
       - name: Upload built site as artifact
         uses: ./.github/actions/upload-artifact
diff --git a/.github/workflows/pypi-test.yml b/.github/workflows/pypi-test.yml
index b9193754..458776b8 100644
--- a/.github/workflows/pypi-test.yml
+++ b/.github/workflows/pypi-test.yml
@@ -43,11 +43,15 @@ jobs:
           frozen: false
 
       - name: Init pixi project
-        run: pixi init easydynamics
+        run:
+          pixi init --platform linux-64 --platform osx-arm64 --platform win-64
+          easydynamics
 
-      - name: Set the minimum system requirements
+      - name: Configure pixi platforms
         working-directory: easydynamics
-        run: pixi project system-requirements add macos 14.0
+        run: |
+          pixi workspace platform edit linux-64 --glibc 2.35 --no-install
+          pixi workspace platform edit osx-arm64 --macos 14.0 --no-install
 
       - name: Add Python 3.14 from Conda
         working-directory: easydynamics
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index e51ef2e2..88c09929 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -211,15 +211,16 @@ jobs:
             echo "🔹🔸🔹🔸🔹 Python: $py_ver 🔹🔸🔹🔸🔹"
 
             echo "Initializing pixi project"
-            pixi init easydynamics_py$py_ver
+            pixi init --platform linux-64 --platform osx-arm64 --platform win-64 easydynamics_py$py_ver
             cd easydynamics_py$py_ver
 
+            echo "Configure pixi platforms"
+            pixi workspace platform edit linux-64 --glibc 2.35 --no-install
+            pixi workspace platform edit osx-arm64 --macos 14.0 --no-install
+
             echo "Adding Python $py_ver"
             pixi add "python=$py_ver"
 
-            echo "Setting macOS 14.0 as minimum required"
-            pixi project system-requirements add macos 14.0
-
             echo "Looking for wheel in ../dist/py$py_ver/"
             ls -l "../dist/py$py_ver/"
 
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 87845da0..2ee9f0e2 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -42,8 +42,7 @@ Please make sure you follow the EasyScience organization-wide
 If you are not planning to contribute code, you may want to:
 
 - 🐞 Report a bug — see [Reporting Issues](#11-reporting-issues)
-- 🛡 Report a security issue — see
-  [Security Issues](#12-security-issues)
+- 🛡 Report a security issue — see [Security Issues](#12-security-issues)
 - 💬 Ask a question or start a discussion at
   [Project Discussions](https://github.com/easyscience/dynamics-lib/discussions)
 
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 59261764..64e94f96 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -168,6 +168,13 @@ plugins:
             docstring_options:
               ignore_init_summary: true
             summary: true
+            relative_crossrefs: true
+            scoped_crossrefs: true
+            filters: ['!^_[^_]', '!__repr__', '!__dir__'] # This is the default filter minus __repr__ and __dir__
+          inventories:
+            - url: https://scipp.github.io/objects.inv
+            - url: https://numpy.org/doc/stable/objects.inv
+            - url: https://easyscience.github.io/core/latest/objects.inv
   - search
 
 # Determines additional directories to watch when running mkdocs serve
diff --git a/pixi.lock b/pixi.lock
index 6826ed42..fc2b6295 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,8 +1,22 @@
 version: 7
 platforms:
-- name: linux-64
-- name: osx-arm64
+- name: p1
+  subdir: linux-64
+  virtual-packages:
+  - __glibc=2.35
+  - __unix=0=0
+  - __linux=4.18
+  - __archspec=0=x86_64
+- name: p2
+  subdir: osx-arm64
+  virtual-packages:
+  - __osx=14.0
+  - __unix=0=0
+  - __archspec=0=m1
 - name: win-64
+  virtual-packages:
+  - __win=10.0
+  - __archspec=0=x86_64
 environments:
   default:
     channels:
@@ -11,7 +25,7 @@ environments:
     indexes:
     - https://pypi.org/simple
     packages:
-      linux-64:
+      p1:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/argon2-cffi-bindings-25.1.0-py314h5bd0f2a_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py314h3de4e8d_1.conda
@@ -21,15 +35,15 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.21-py314h42812f9_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.3-h33c6efd_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-hb9d3cd8_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.22.2-ha1258a1_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.22.2-hbde042b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_102.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20260107.1-cxx17_h7b12aa8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20260526.0-cxx17_h7b12aa8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.2.0-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlidec-1.2.0-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlienc-1.2.0-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.8.1-hecca717_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.8.1-hecca717_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_19.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_19.conda
@@ -38,46 +52,46 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libmpdec-4.0.0-hb03c661_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.68.1-h877daf1_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libsodium-1.0.22-h280c20c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.53.2-h0c1763c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.53.3-h0c1763c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h934c35e_19.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.42.1-h5347b49_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.42.2-h5347b49_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libuv-1.52.1-h280c20c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.2-h25fd6f3_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py314h67df5f8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/msgspec-0.21.1-py314h5bd0f2a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.6-hdb14827_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/nodejs-26.3.0-he4ff34a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.2-h35e630c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/nodejs-26.4.0-hc039f44_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.3-h35e630c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/psutil-7.2.2-py314h0f05182_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.5-habeac84_100_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.6-habeac84_100_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.3-py314h67df5f8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/pyzmq-27.1.0-py312hda471dd_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/rpds-py-2026.5.1-py314h1bee95f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/rpds-py-2026.6.3-py314h1bee95f_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.6-py314h5bd0f2a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.7-py314h5bd0f2a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h09e67af_11.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/anyio-4.13.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/anyio-4.14.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/argon2-cffi-25.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/arrow-1.4.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/asttokens-3.0.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/async-lru-2.3.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/attrs-26.1.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/babel-2.18.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.5.0-py314h680f03e_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.14.3-pyha770c72_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-6.3.0-pyhcf101f3_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-with-css-6.3.0-hbca2aae_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.5.20-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.6.0-py314h680f03e_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/beautifulsoup4-4.15.0-pyha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-6.4.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/bleach-with-css-6.4.0-hac0b51c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.6.17-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cached-property-1.5.2-hd8ed1ab_1.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/cached_property-1.5.2-pyha770c72_1.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.5.20-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.6.17-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.7-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/comm-0.2.3-pyhe01879c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.14.5-py314hd8ed1ab_100.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.14.6-py314hd8ed1ab_100.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.3.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/defusedxml-0.7.1-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
@@ -85,39 +99,40 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/fqdn-1.5.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/h11-0.16.0-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/h2-4.3.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/hpack-4.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/hpack-4.2.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/httpcore-1.0.9-pyh29332c3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/httpx-0.28.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.17-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.18-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-9.0.0-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipykernel-7.2.0-pyha191276_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipython-9.14.0-pyh53cf698_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ipykernel-7.3.0-pyha191276_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ipython-9.15.0-pyh53cf698_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/jedi-0.19.2-pyhd8ed1ab_1.conda
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-  - abseil-cpp =20260107.1
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+  - setuptools ; extra == 'tests'
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   requires_python: '>=3.8.0'
+- pypi: https://files.pythonhosted.org/packages/eb/d4/28a48cb4d7b77a33d4d7633de13c54cb0331d9fa71accb3ecbad20ce7196/plopp-26.6.0-py3-none-any.whl
+  name: plopp
+  version: 26.6.0
+  sha256: 4bc54c80fa0926fe80da6ae34878a9afcc12f356bce406046fe4eb44b3a4a66e
+  requires_dist:
+  - lazy-loader>=0.4
+  - matplotlib>=3.8
+  - scipp>=25.11.0
+  - anywidget>=0.9.0 ; extra == 'all'
+  - ipympl>0.8.4 ; extra == 'all'
+  - pythreejs>=2.4.1 ; extra == 'all'
+  - mpltoolbox>=24.6.0 ; extra == 'all'
+  - ipywidgets>=8.1.0 ; extra == 'all'
+  - graphviz>=0.20.3 ; extra == 'all'
+  - graphviz>=0.20.3 ; extra == 'test'
+  - h5py>=3.12 ; extra == 'test'
+  - ipympl>=0.8.4 ; extra == 'test'
+  - ipywidgets>=8.1.0 ; extra == 'test'
+  - ipykernel>=6.26,<7 ; extra == 'test'
+  - mpltoolbox>=24.6.0 ; extra == 'test'
+  - pandas>=2.2.2 ; extra == 'test'
+  - plotly>=5.15.0 ; extra == 'test'
+  - pooch>=1.5 ; extra == 'test'
+  - pyarrow>=13.0.0 ; extra == 'test'
+  - pytest>=8.0 ; extra == 'test'
+  - pythreejs>=2.4.1 ; extra == 'test'
+  - scipy>=1.10.0 ; extra == 'test'
+  - xarray>=2024.5.0 ; extra == 'test'
+  - anywidget>=0.9.0 ; extra == 'test'
+  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/f0/2b/13e8d741a9ec5db7d900c060554cf8352ab85e44e2a4469ebb9d377bda17/aiohttp-3.14.1-cp314-cp314-win_amd64.whl
+  name: aiohttp
+  version: 3.14.1
+  sha256: af8b4b81a960eeaf1234971ac3cd0ba5901f3cd42eae42a46b4d089a8b492719
+  requires_dist:
+  - aiohappyeyeballs>=2.5.0
+  - aiosignal>=1.4.0
+  - async-timeout>=4.0,<6.0 ; python_full_version < '3.11'
+  - attrs>=17.3.0
+  - frozenlist>=1.1.1
+  - multidict>=4.5,<7.0
+  - propcache>=0.2.0
+  - typing-extensions>=4.4 ; python_full_version < '3.13'
+  - yarl>=1.17.0,<2.0
+  - aiodns>=3.3.0 ; sys_platform != 'android' and sys_platform != 'ios' and extra == 'speedups'
+  - brotli>=1.2 ; platform_python_implementation == 'CPython' and sys_platform != 'android' and sys_platform != 'ios' and extra == 'speedups'
+  - brotlicffi>=1.2 ; platform_python_implementation != 'CPython' and extra == 'speedups'
+  - backports-zstd ; python_full_version < '3.14' and platform_python_implementation == 'CPython' and sys_platform != 'android' and sys_platform != 'ios' and extra == 'speedups'
+  requires_python: '>=3.10'
 - pypi: https://files.pythonhosted.org/packages/f1/16/d905e7f53e661ce2c24686c38048d8e2b750ffc4350009d41c4e6c6c9826/h5py-3.16.0-cp314-cp314-manylinux_2_28_x86_64.whl
   name: h5py
   version: 3.16.0
@@ -10520,6 +10979,42 @@ packages:
   - typing-extensions>=4 ; extra == 'optional'
   - google-re2>=1.1 ; extra == 're2'
   requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/f1/e0/492879f69d94f91f60fc8cd05ba03650e9520afebb2fb7aa12777d7c7f38/pillow-12.3.0-cp314-cp314-win_amd64.whl
+  name: pillow
+  version: 12.3.0
+  sha256: fdafc9cce40277e0f7a0feabce0ee50dd2fa1800f3b38015e51296b5e814048d
+  requires_dist:
+  - furo ; extra == 'docs'
+  - olefile ; extra == 'docs'
+  - sphinx>=8.2 ; extra == 'docs'
+  - sphinx-autobuild ; extra == 'docs'
+  - sphinx-copybutton ; extra == 'docs'
+  - sphinx-inline-tabs ; extra == 'docs'
+  - sphinxext-opengraph ; extra == 'docs'
+  - olefile ; extra == 'fpx'
+  - olefile ; extra == 'mic'
+  - arro3-compute ; extra == 'test-arrow'
+  - arro3-core ; extra == 'test-arrow'
+  - nanoarrow ; extra == 'test-arrow'
+  - pyarrow ; extra == 'test-arrow'
+  - coverage>=7.4.2 ; extra == 'tests'
+  - defusedxml ; extra == 'tests'
+  - markdown2 ; extra == 'tests'
+  - olefile ; extra == 'tests'
+  - packaging ; extra == 'tests'
+  - pytest ; extra == 'tests'
+  - pytest-cov ; extra == 'tests'
+  - pytest-timeout ; extra == 'tests'
+  - pytest-xdist ; extra == 'tests'
+  - setuptools ; extra == 'tests'
+  - trove-classifiers>=2024.10.12 ; extra == 'tests'
+  - defusedxml ; extra == 'xmp'
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/f2/9e/4dd1459282229a72d92dece2ae9138e5cac94a72263a7ceb48f37434c925/numpy-2.5.0-cp314-cp314-win_amd64.whl
+  name: numpy
+  version: 2.5.0
+  sha256: ebb81d9d5443e0309d6c54894c3fbed74ad7da0714352a67b6d773cd189eae73
+  requires_python: '>=3.12'
 - pypi: https://files.pythonhosted.org/packages/f2/f2/728f041460f1b9739b85ee23b45fa5a505962ea11fd85bdbe2a02b021373/darkdetect-0.8.0-py3-none-any.whl
   name: darkdetect
   version: 0.8.0
@@ -10534,28 +11029,43 @@ packages:
   requires_dist:
   - typing-extensions>=4.1.0 ; python_full_version < '3.11'
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/f3/eb/ebffaa97dc55502df69584a8f0dcf07f69a3e0b3e2323670a2722db9aa39/numpy-2.4.6-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
-  name: numpy
-  version: 2.4.6
-  sha256: a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8
-  requires_python: '>=3.11'
+- pypi: https://files.pythonhosted.org/packages/f4/4e/afc8c31605cb8be1d3bb4438c4d979daa104dab6306cd2b87abe9c3a7299/narwhals-2.23.0-py3-none-any.whl
+  name: narwhals
+  version: 2.23.0
+  sha256: 769e7b9ab102c93d8fa019f6b4cd1a657909b04a20bf6210e5a35aae06814ae9
+  requires_dist:
+  - cudf-cu12>=24.10.0 ; sys_platform == 'linux' and extra == 'cudf'
+  - dask[dataframe]>=2024.8 ; extra == 'dask'
+  - duckdb>=1.1 ; extra == 'duckdb'
+  - ibis-framework>=6.0.0 ; extra == 'ibis'
+  - rich>=12.4.4 ; extra == 'ibis'
+  - packaging>=21.3 ; extra == 'ibis'
+  - pyarrow-hotfix>=0.7 ; extra == 'ibis'
+  - modin>=0.22.0 ; extra == 'modin'
+  - pandas>=1.3.4 ; extra == 'pandas'
+  - polars>=0.20.4 ; extra == 'polars'
+  - pyarrow>=13.0.0 ; extra == 'pyarrow'
+  - pyspark>=3.5.0 ; extra == 'pyspark'
+  - pyspark[connect]>=3.5.0 ; extra == 'pyspark-connect'
+  - narwhals[duckdb] ; extra == 'sql'
+  - sqlparse>=0.5.5 ; extra == 'sql'
+  - sqlframe>=3.22.0,!=3.39.3 ; extra == 'sqlframe'
+  requires_python: '>=3.10'
 - pypi: https://files.pythonhosted.org/packages/f4/a4/61adb19f3c74b0dc0e411de4f06ebef564b1f179928f9dffcbd4b378f2ef/jupyter_notebook_parser-0.1.4-py2.py3-none-any.whl
   name: jupyter-notebook-parser
   version: 0.1.4
   sha256: 27b3b67cf898684e646d569f017cb27046774ad23866cb0bdf51d5f76a46476b
   requires_python: '>=3.7'
-- pypi: https://files.pythonhosted.org/packages/f6/81/8b7cd386839b039ebe1855733b9f9449a8dec5d79564018234f185a7fa70/coverage-7.14.1-cp312-cp312-win_amd64.whl
-  name: coverage
-  version: 7.14.1
-  sha256: 54acdb6674a4661768d7bf7db32dfb9f46ab1d764f8aba6df75ce1a6a088724e
-  requires_dist:
-  - tomli ; python_full_version <= '3.11' and extra == 'toml'
-  requires_python: '>=3.10'
 - pypi: https://files.pythonhosted.org/packages/f6/f0/10642828a8dfb741e5f3fbaac830550a518a775c7fff6f04a007259b0548/py-1.11.0-py2.py3-none-any.whl
   name: py
   version: 1.11.0
   sha256: 607c53218732647dff4acdfcd50cb62615cedf612e72d1724fb1a0cc6405b378
   requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*'
+- pypi: https://files.pythonhosted.org/packages/f7/a0/8400a9c0e3625182347593f5e1f57da9a617a534794805c8df5518154ddc/numpy-2.5.0-cp314-cp314-macosx_14_0_arm64.whl
+  name: numpy
+  version: 2.5.0
+  sha256: e1da54b53e75cd9fcfc23efcc7edab2c6aecf97b6037566d8a0fe804af8ec57c
+  requires_python: '>=3.12'
 - pypi: https://files.pythonhosted.org/packages/f7/ec/67fbef5d497f86283db54c22eec6f6140243aae73265799baaaa19cd17fb/ghp_import-2.1.0-py3-none-any.whl
   name: ghp-import
   version: 2.1.0
@@ -10660,6 +11170,11 @@ packages:
   - multidict>=4.0
   - propcache>=0.2.1
   requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/fa/f0/fe47c501f9dea92a26d788ff98bb5d92ed4cb4c88792c5c88af6b697dc8e/ruff-0.15.20-py3-none-win_amd64.whl
+  name: ruff
+  version: 0.15.20
+  sha256: a525c81c70fb0380344dd1d8745d8cc1c890b7fc94a58d5a07bd8eb9557b8415
+  requires_python: '>=3.7'
 - pypi: https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl
   name: aiosignal
   version: 1.4.0
@@ -10668,6 +11183,13 @@ packages:
   - frozenlist>=1.1.0
   - typing-extensions>=4.2 ; python_full_version < '3.13'
   requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/fb/e2/79c688af8b210d232694e31e59da9f6ec747bae31c3f5946e4e9b98860d5/click-8.4.2-py3-none-any.whl
+  name: click
+  version: 8.4.2
+  sha256: e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
+  requires_dist:
+  - colorama ; sys_platform == 'win32'
+  requires_python: '>=3.10'
 - pypi: https://files.pythonhosted.org/packages/fc/b6/6b8de4c0a7d7ab3004c439c80c5c1e0a3e8d78bbae19379b01960383d9e5/pydantic_core-2.46.4-cp314-cp314-win_amd64.whl
   name: pydantic-core
   version: 2.46.4
@@ -10719,3 +11241,16 @@ packages:
   requires_dist:
   - typing-extensions>=4.1.0 ; python_full_version < '3.11'
   requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/fe/d7/a71b12b625c44cfcb95d41397752edccc0a731903081609cffd6720f671d/asteval-1.0.9-py3-none-any.whl
+  name: asteval
+  version: 1.0.9
+  sha256: 60513ea5d608d27bdb0cf3785dc993a6c3adeaee45f1bded0953a09e904e461f
+  requires_dist:
+  - build ; extra == 'dev'
+  - twine ; extra == 'dev'
+  - sphinx ; extra == 'doc'
+  - pytest ; extra == 'test'
+  - pytest-cov ; extra == 'test'
+  - coverage ; extra == 'test'
+  - asteval[dev,doc,test] ; extra == 'all'
+  requires_python: '>=3.10'
diff --git a/pixi.toml b/pixi.toml
index 8614cd57..f26b4fb7 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -5,7 +5,19 @@
 [workspace]
 
 # Supported platforms for the lock file (pixi.lock)
-platforms = ['win-64', 'linux-64', 'osx-arm64']
+platforms = [
+  'win-64',
+  # Set minimum supported version for glibc to be 2.35 to ensure packages
+  # like `crysfml` that only have wheels for glibc 2.35+
+  # (manylinux_2_35_x86_64) are used.
+  #libc = { family = 'glibc', version = '2.35' }
+  { platform = 'linux-64', glibc = '2.35' },
+  # Set minimum supported version for macOS to be 14.0 to ensure packages
+  # like `scipp` that only have wheels for macOS 14.0+ (macosx_14_0_arm64)
+  # are used instead of building from source. This is a workaround for
+  # Pixi, see https://github.com/prefix-dev/pixi/issues/5667
+  { platform = 'osx-arm64', macos = '14.0' },
+]
 
 # Channels for fetching packages
 channels = ['nodefaults', 'conda-forge']
@@ -19,13 +31,6 @@ channels = ['nodefaults', 'conda-forge']
 [activation.env]
 PYTHONIOENCODING = 'utf-8'
 
-[system-requirements]
-# Set minimum supported version for macOS to be 14.0 to ensure packages
-# like `scipp` that only have wheels for macOS 14.0+ (macosx_14_0_arm64)
-# are used instead of building from source. This is a workaround for
-# Pixi, see https://github.com/prefix-dev/pixi/issues/5667
-macos = '14.0'
-
 # Non-default features:
 
 # Set specific Python versions to be used in CI testing.
@@ -187,8 +192,9 @@ docs-serve = 'pixi run docs-pre serve -f docs/mkdocs.yml'
 docs-serve-dirty = 'pixi run docs-serve --dirty'
 docs-build = 'pixi run docs-pre build -f docs/mkdocs.yml'
 docs-build-local = 'pixi run docs-build --no-directory-urls'
+docs-inventory-check = 'python -c "from pathlib import Path; p = Path(\"docs/site/objects.inv\"); raise SystemExit(0 if p.is_file() and p.stat().st_size > 0 else \"missing or empty docs/site/objects.inv\")"'
 
-docs-deploy-pre = 'mike deploy -F docs/mkdocs.yml --push --branch gh-pages --update-aliases --alias-type redirect'
+docs-deploy-pre = 'mike deploy -F docs/mkdocs.yml --push --branch gh-pages --update-aliases --alias-type copy'
 docs-set-default-pre = 'mike set-default -F docs/mkdocs.yml --push --branch gh-pages'
 
 docs-update-assets = 'python tools/update_docs_assets.py'
diff --git a/pyproject.toml b/pyproject.toml
index 7c08c163..b39261f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,6 +55,7 @@ dev = [
   'jupytext',                        # Jupyter notebook text format support
   'jupyterquiz',                     # Quizzes in Jupyter notebooks
   'pydoclint',                       # Docstring linter
+  'docstring-parser-fork!=0.0.15',   # Parser used by pydoclint. 0.0.15 splits NumPy-style defaults -> DOC105 failures
   'format-docstring',                # Docstring formatter
   'docstripy',                       # Convert docstrings to other formats
   'interrogate',                     # Docstring coverage checker