diff --git a/.codecov.yml b/.codecov.yml
new file mode 100644
index 00000000..d001c41d
--- /dev/null
+++ b/.codecov.yml
@@ -0,0 +1,26 @@
+# Codecov configuration
+# https://docs.codecov.com/docs/codecov-yaml
+
+github_checks:
+  annotations: true
+
+comment:
+  layout: 'reach, diff, flags, files'
+  behavior: default
+  require_changes: false
+  require_base: false
+  require_head: true
+
+coverage:
+  status:
+    project:
+      default:
+        target: auto
+        threshold: 1%
+        # Make project coverage informational (won't block PR)
+        informational: true
+    patch:
+      default:
+        target: auto
+        # Require patch coverage but with threshold
+        threshold: 1%
diff --git a/.copier-answers.yml b/.copier-answers.yml
index e8de2028..e726bfdc 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: v0.11.3
+_commit: v0.12.0
 _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/coverage.yml b/.github/workflows/coverage.yml
index d96e5b87..5208a333 100644
--- a/.github/workflows/coverage.yml
+++ b/.github/workflows/coverage.yml
@@ -63,32 +63,8 @@ jobs:
           files: ./coverage-unit.xml
           token: ${{ secrets.CODECOV_TOKEN }}
 
-  # Job 2: Run integration tests with coverage and upload to Codecov
-  integration-tests-coverage:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Check-out repository
-        uses: actions/checkout@v6
-
-      - name: Set up pixi
-        uses: ./.github/actions/setup-pixi
-
-      - name: Run integration tests with coverage
-        run:
-          pixi run integration-tests-coverage --cov-report=xml:coverage-integration.xml
-
-      - name: Upload integration tests coverage to Codecov
-        if: ${{ !cancelled() }}
-        uses: ./.github/actions/upload-codecov
-        with:
-          name: integration-tests-job
-          flags: integration
-          files: ./coverage-integration.xml
-          token: ${{ secrets.CODECOV_TOKEN }}
-
   # Job 4: Build and publish dashboard (reusable workflow)
   run-reusable-workflows:
-    needs: [docstring-coverage, unit-tests-coverage, integration-tests-coverage] # depend on the previous jobs
+    needs: [docstring-coverage, unit-tests-coverage] # depend on the previous jobs
     uses: ./.github/workflows/dashboard.yml
     secrets: inherit
diff --git a/.github/workflows/dashboard.yml b/.github/workflows/dashboard.yml
index 9d1f2b0b..573e3086 100644
--- a/.github/workflows/dashboard.yml
+++ b/.github/workflows/dashboard.yml
@@ -32,9 +32,13 @@ jobs:
       - name: Set up pixi
         uses: ./.github/actions/setup-pixi
 
+      # Install badgery into the active Pixi environment without modifying
+      # pixi.toml/pixi.lock. Using `pixi add` here re-solves the whole project
+      # and rebuilds the local editable package, which can cause intermittent
+      # Linux CI failures (`Text file busy`, os error 26).
       - name: Install badgery
         shell: bash
-        run: pixi add --pypi --git https://github.com/enhantica/badgery badgery
+        run: pixi run python -m pip install git+https://github.com/enhantica/badgery
 
       - name: Run docstring coverage and code complexity/maintainability checks
         run: |
diff --git a/.prettierignore b/.prettierignore
index a08c3c48..ec19b5ef 100644
--- a/.prettierignore
+++ b/.prettierignore
@@ -25,6 +25,9 @@ docs/docs/assets/
 # Node
 node_modules
 
+# Tox
+.tox
+
 # Misc
 .benchmarks
 .cache
diff --git a/codecov.yml b/codecov.yml
deleted file mode 100644
index f62b13ab..00000000
--- a/codecov.yml
+++ /dev/null
@@ -1,13 +0,0 @@
-# Codecov configuration
-# https://docs.codecov.com/docs/codecovyml-reference
-
-coverage:
-  status:
-    project:
-      default:
-        # Make project coverage informational (won't block PR)
-        informational: true
-    patch:
-      default:
-        # Require patch coverage but with threshold
-        threshold: 1%
diff --git a/docs/docs/assets/stylesheets/extra.css b/docs/docs/assets/stylesheets/extra.css
index a625be80..5bc1db12 100644
--- a/docs/docs/assets/stylesheets/extra.css
+++ b/docs/docs/assets/stylesheets/extra.css
@@ -200,7 +200,14 @@ label.md-nav__title[for="__drawer"] {
 
 /* Change the overall width of the page */
 .md-grid {
-  max-width: 1280px;
+  max-width: 116em;
+}
+
+/* Keep prose line length stable when sidebars are hidden at narrower widths */
+.md-main .md-content > .md-content__inner {
+  width: min(100%, 40.5em);
+  margin-left: auto !important;
+  margin-right: auto !important;
 }
 
 /* Needed for mkdocs-jupyter to show download and other buttons on top of the notebook */
diff --git a/docs/docs/tutorials/components.ipynb b/docs/docs/tutorials/components.ipynb
index 145ddf06..0c9b3926 100644
--- a/docs/docs/tutorials/components.ipynb
+++ b/docs/docs/tutorials/components.ipynb
@@ -192,7 +192,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.14.4"
+   "version": "3.14.5"
   }
  },
  "nbformat": 4,
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 4e99f744..59261764 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -156,7 +156,18 @@ plugins:
             show_root_heading: true
             show_root_full_path: false
             show_submodules: true
-            show_source: true
+            show_source: false
+            show_bases: false
+            # Uncomment when the project depends on `easyscience` and inherited
+            # EasyScience base-class members should be shown in the API docs.
+            preload_modules:
+              - easyscience
+            inherited_members: true
+            show_category_heading: true
+            merge_init_into_class: true
+            docstring_options:
+              ignore_init_summary: true
+            summary: true
   - search
 
 # Determines additional directories to watch when running mkdocs serve
@@ -192,6 +203,7 @@ nav:
           - Component collection: tutorials/component_collection.ipynb
           - Convolution: tutorials/convolution.ipynb
           - Detailed balance: tutorials/detailed_balance.ipynb
+          - DeltaLorentz: tutorials/delta_lorentz.ipynb
           - Diffusion model: tutorials/diffusion_model.ipynb
           - Sample model: tutorials/sample_model.ipynb
           - Instrument model: tutorials/instrument_model.ipynb
diff --git a/pixi.lock b/pixi.lock
index 681d4ace..6826ed42 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -18,7 +18,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_9.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.6-hb03c661_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-2.0.0-py314h4a8dc5f_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.20-py314h42812f9_0.conda
+      - 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
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.22.2-ha1258a1_0.conda
@@ -38,7 +38,7 @@ environments:
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-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.53.1-h0c1763c_0.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/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/libuv-1.52.1-h280c20c_0.conda
@@ -46,16 +46,16 @@ environments:
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       - 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-26.2.0-he4ff34a_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
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.3-py314h67df5f8_1.conda
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       - 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-0.30.0-py314h2e6c369_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/tk-8.6.13-noxft_h366c992_103.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.5-py314h5bd0f2a_0.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/yaml-0.2.5-h280c20c_3.conda
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@@ -89,10 +89,10 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.15-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.17-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-9.0.0-pyhcf101f3_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/ipython-9.13.0-pyh53cf698_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ipython-9.14.0-pyh53cf698_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_server-2.18.2-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_server-2.19.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jupyter_server_terminals-0.5.4-pyhcf101f3_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.5.7-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.5.8-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_pygments-0.3.0-pyhd8ed1ab_2.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.9.6-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.10.0-pyhcf101f3_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/returns-0.27.0-pyhc364b38_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/returns-0.28.0-pyhc364b38_0.conda
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   version: 0.0.14
@@ -10005,6 +9940,19 @@ packages:
   - pydoctor>=25.4.0 ; extra == 'docs'
   - pytest ; extra == 'test'
   requires_python: '>=3.8'
+- pypi: https://files.pythonhosted.org/packages/bf/c4/557dc082be035381b85fdb2b74e21d3d21b57750b74f2b47a32f3a639ff9/virtualenv-21.4.2-py3-none-any.whl
+  name: virtualenv
+  version: 21.4.2
+  sha256: 854210ca524a1a4d0d744734f4acbc721c3ffe163b85bbf5d56d14d5ae2f0fae
+  requires_dist:
+  - distlib>=0.3.7,<1
+  - filelock>=3.24.2,<4 ; python_full_version >= '3.10'
+  - filelock>=3.16.1,<=3.19.1 ; python_full_version < '3.10'
+  - importlib-metadata>=6.6 ; python_full_version < '3.8'
+  - platformdirs>=3.9.1,<5
+  - python-discovery>=1.4
+  - typing-extensions>=4.13.2 ; python_full_version < '3.11'
+  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/c1/d4/59e74daffcb57a07668852eeeb6035af9f32cbfd7a1d2511f17d2fe6a738/smmap-5.0.3-py3-none-any.whl
   name: smmap
   version: 5.0.3
@@ -10091,10 +10039,25 @@ packages:
   - sphinx-rtd-theme ; extra == 'dev'
   - trustregion>=1.1 ; extra == 'trustregion'
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/c9/02/9a14d3048ffa4f45b7c60956a9b22688dd925d6de50f6baf7e55f3664942/trove_classifiers-2026.5.22.10-py3-none-any.whl
-  name: trove-classifiers
-  version: 2026.5.22.10
-  sha256: 01fe864225726e03efb843827ecabfe319fc4dee8dd66d65b8996cb09be46e2c
+- pypi: https://files.pythonhosted.org/packages/c8/8d/3d316429f65029532bb1e28ff77b797d86b5ac3915bb44ca4e19aa283d43/python_discovery-1.4.0-py3-none-any.whl
+  name: python-discovery
+  version: 1.4.0
+  sha256: 26ed78d703e234879a66244c7d4114563fb13ec5cd30a2d1357e5fb4850782da
+  requires_dist:
+  - filelock>=3.15.4
+  - platformdirs>=4.3.6,<5
+  - furo>=2025.12.19 ; extra == 'docs'
+  - sphinx-autodoc-typehints>=3.6.3 ; extra == 'docs'
+  - sphinx>=9.1 ; extra == 'docs'
+  - sphinxcontrib-mermaid>=2 ; extra == 'docs'
+  - sphinxcontrib-towncrier>=0.4 ; extra == 'docs'
+  - towncrier>=25.8 ; extra == 'docs'
+  - covdefaults>=2.3 ; extra == 'testing'
+  - coverage>=7.5.4 ; extra == 'testing'
+  - pytest-mock>=3.14 ; extra == 'testing'
+  - pytest>=8.3.5 ; extra == 'testing'
+  - setuptools>=75.1 ; extra == 'testing'
+  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/ca/31/d4e37e9e550c2b92a9cbc2e4d0b7420a27224968580b5a447f420847c975/pytest_xdist-3.8.0-py3-none-any.whl
   name: pytest-xdist
   version: 3.8.0
@@ -10302,11 +10265,6 @@ packages:
   - ruff>=0.12.0 ; extra == 'dev'
   - cython-lint>=0.12.2 ; extra == 'dev'
   requires_python: '>=3.11'
-- pypi: https://files.pythonhosted.org/packages/d1/b7/4ea2c170f10ad760fff2a5250beb18897719dc8b52b53a24cddbb9dd3f19/ruff-0.15.14-py3-none-win_amd64.whl
-  name: ruff
-  version: 0.15.14
-  sha256: 802342981e056db3851a7836e5b070f8f15f67d4a685ae2a6160939d364b2902
-  requires_python: '>=3.7'
 - pypi: https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl
   name: colorama
   version: 0.4.6
@@ -10459,6 +10417,25 @@ packages:
   requires_dist:
   - tomli ; python_full_version <= '3.11' and extra == 'toml'
   requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/dd/fb/5ce075150828c797a5106f1c2fb26034e709d4289b9d2bf8b07f1e59fac6/aiohttp-3.14.0-cp312-cp312-macosx_11_0_arm64.whl
+  name: aiohttp
+  version: 3.14.0
+  sha256: 3cdf534aa455593e589302990c5097aa5c92c06c4262a20da22934f9186a5fff
+  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/de/1f/77fa3081e4f66ca3576c896ae5d31c3002ac6607f9747d2e3aa49227e464/markdown-3.10.2-py3-none-any.whl
   name: markdown
   version: 3.10.2
@@ -10486,37 +10463,6 @@ packages:
   requires_dist:
   - typing-extensions>=4.1.0 ; python_full_version < '3.11'
   requires_python: '>=3.9'
-- pypi: https://files.pythonhosted.org/packages/e4/bc/daa30c02069eeac5b9198985ba42f5d65ca71bed6705b18329e51d352b7c/plopp-26.4.2-py3-none-any.whl
-  name: plopp
-  version: 26.4.2
-  sha256: 5cab99bb0905ce08a1d1d7d82f0f64cee7d594269ec1bd01a8a361bd14ab7bff
-  requires_dist:
-  - lazy-loader>=0.4
-  - matplotlib>=3.8
-  - scipp>=25.8.0 ; extra == 'scipp'
-  - plopp[scipp] ; 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'
-  - plopp[scipp] ; extra == 'test'
-  - 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/e5/59/a32a241d861cf180853a11c8e5a67641cb1b2af13c3a5ccce83ec07e2c9f/chardet-7.4.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
   name: chardet
   version: 7.4.3
@@ -10593,19 +10539,6 @@ packages:
   version: 2.4.6
   sha256: a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8
   requires_python: '>=3.11'
-- pypi: https://files.pythonhosted.org/packages/f4/34/a9dbe051de88a63eb7408ea66630bac38e72f7f6077d4be58737106860d9/virtualenv-21.3.3-py3-none-any.whl
-  name: virtualenv
-  version: 21.3.3
-  sha256: 7d5987d8369e098e41406efb780a3d4ca79280097293899e351a6407ee153ab3
-  requires_dist:
-  - distlib>=0.3.7,<1
-  - filelock>=3.24.2,<4 ; python_full_version >= '3.10'
-  - filelock>=3.16.1,<=3.19.1 ; python_full_version < '3.10'
-  - importlib-metadata>=6.6 ; python_full_version < '3.8'
-  - platformdirs>=3.9.1,<5
-  - python-discovery>=1.3.1
-  - typing-extensions>=4.13.2 ; python_full_version < '3.11'
-  requires_python: '>=3.8'
 - 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
@@ -10633,6 +10566,83 @@ packages:
   - markdown ; extra == 'dev'
   - flake8 ; extra == 'dev'
   - wheel ; extra == 'dev'
+- pypi: https://files.pythonhosted.org/packages/f9/14/abe5ce876ab5b66ee3c691bf537fcd43d037aea55d447aacf74630a8f31e/plotly-6.8.0-py3-none-any.whl
+  name: plotly
+  version: 6.8.0
+  sha256: 13c5c4a0f70b74cab1913eda0de49b826df5931708eb6f9c3010040614700ec8
+  requires_dist:
+  - narwhals>=1.15.1
+  - packaging
+  - anywidget ; extra == 'dev'
+  - build ; extra == 'dev'
+  - colorcet ; extra == 'dev'
+  - fiona<=1.9.6 ; python_full_version < '3.9' and extra == 'dev'
+  - geopandas ; extra == 'dev'
+  - inflect ; extra == 'dev'
+  - jupyterlab ; extra == 'dev'
+  - kaleido>=1.3.0 ; extra == 'dev'
+  - numpy>=1.22 ; extra == 'dev'
+  - orjson ; extra == 'dev'
+  - pandas ; extra == 'dev'
+  - pdfrw ; extra == 'dev'
+  - pillow ; extra == 'dev'
+  - plotly-geo ; extra == 'dev'
+  - polars[timezone] ; extra == 'dev'
+  - pyarrow ; extra == 'dev'
+  - pyshp ; extra == 'dev'
+  - pytest ; extra == 'dev'
+  - pytz ; extra == 'dev'
+  - requests ; extra == 'dev'
+  - ruff==0.11.12 ; extra == 'dev'
+  - scikit-image ; extra == 'dev'
+  - scipy ; extra == 'dev'
+  - shapely ; extra == 'dev'
+  - statsmodels ; extra == 'dev'
+  - vaex ; python_full_version < '3.10' and extra == 'dev'
+  - xarray ; extra == 'dev'
+  - build ; extra == 'dev-build'
+  - jupyterlab ; extra == 'dev-build'
+  - pytest ; extra == 'dev-build'
+  - requests ; extra == 'dev-build'
+  - ruff==0.11.12 ; extra == 'dev-build'
+  - pytest ; extra == 'dev-core'
+  - requests ; extra == 'dev-core'
+  - ruff==0.11.12 ; extra == 'dev-core'
+  - anywidget ; extra == 'dev-optional'
+  - build ; extra == 'dev-optional'
+  - colorcet ; extra == 'dev-optional'
+  - fiona<=1.9.6 ; python_full_version < '3.9' and extra == 'dev-optional'
+  - geopandas ; extra == 'dev-optional'
+  - inflect ; extra == 'dev-optional'
+  - jupyterlab ; extra == 'dev-optional'
+  - kaleido>=1.3.0 ; extra == 'dev-optional'
+  - numpy>=1.22 ; extra == 'dev-optional'
+  - orjson ; extra == 'dev-optional'
+  - pandas ; extra == 'dev-optional'
+  - pdfrw ; extra == 'dev-optional'
+  - pillow ; extra == 'dev-optional'
+  - plotly-geo ; extra == 'dev-optional'
+  - polars[timezone] ; extra == 'dev-optional'
+  - pyarrow ; extra == 'dev-optional'
+  - pyshp ; extra == 'dev-optional'
+  - pytest ; extra == 'dev-optional'
+  - pytz ; extra == 'dev-optional'
+  - requests ; extra == 'dev-optional'
+  - ruff==0.11.12 ; extra == 'dev-optional'
+  - scikit-image ; extra == 'dev-optional'
+  - scipy ; extra == 'dev-optional'
+  - shapely ; extra == 'dev-optional'
+  - statsmodels ; extra == 'dev-optional'
+  - vaex ; python_full_version < '3.10' and extra == 'dev-optional'
+  - xarray ; extra == 'dev-optional'
+  - numpy>=1,<2 ; extra == 'dev-pandas1'
+  - pandas>=1,<2 ; extra == 'dev-pandas1'
+  - setuptools<82 ; extra == 'dev-pandas1'
+  - pandas>=2,<3 ; extra == 'dev-pandas2'
+  - pandas>=3 ; python_full_version >= '3.11' and extra == 'dev-pandas3'
+  - numpy>=1.22 ; extra == 'express'
+  - kaleido>=1.3.0 ; extra == 'kaleido'
+  requires_python: '>=3.8'
 - pypi: https://files.pythonhosted.org/packages/fa/bc/8b8ec5a4bfc5b9cf3ce27a118339e994f88410be5677c96493e0ea28e76d/dunamai-1.26.1-py3-none-any.whl
   name: dunamai
   version: 1.26.1
diff --git a/pyproject.toml b/pyproject.toml
index 36950e9c..7c08c163 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -187,7 +187,6 @@ preview = true    # Enable new rules that are not yet stable, like DOC
 docstring-code-format = true    # Whether to format code snippets in docstrings
 docstring-code-line-length = 99 # Line length for code snippets in docstrings
 indent-style = 'space'          # PEP 8 recommends using spaces over tabs
-line-ending = 'lf'              # Line endings will be converted to \n
 quote-style = 'single'          # But double quotes in docstrings (PEP 8, PEP 257)
 
 # Linting rules to use with Ruff
diff --git a/src/easydynamics/sample_model/components/mixins.py b/src/easydynamics/sample_model/components/mixins.py
index 22ef7bc5..7552d2e8 100644
--- a/src/easydynamics/sample_model/components/mixins.py
+++ b/src/easydynamics/sample_model/components/mixins.py
@@ -41,7 +41,7 @@ def _create_area_parameter(
             The area value.
         name : str
             The name of the model component.
-        unit : str | sc.Unit, default="meV"
+        unit : str | sc.Unit, default='meV'
             The unit of the area Parameter.
         minimum_area : float, default=MINIMUM_AREA
             The minimum allowed area.
@@ -95,7 +95,7 @@ def _create_center_parameter(
             The name of the model component.
         fix_if_none : bool
             Whether to fix the center Parameter if center is None.
-        unit : str | sc.Unit, default="meV"
+        unit : str | sc.Unit, default='meV'
             The unit of the center Parameter.
         enforce_minimum_center : bool, default=False
             Whether to enforce a minimum center value to avoid zero center in DHO.
@@ -148,9 +148,9 @@ def _create_width_parameter(
             The width value.
         name : str
             The name of the model component.
-        param_name : str, default="width"
+        param_name : str, default='width'
             The name of the width parameter.
-        unit : str | sc.Unit, default="meV"
+        unit : str | sc.Unit, default='meV'
             The unit of the width Parameter.
         minimum_width : float, default=MINIMUM_WIDTH
             The minimum allowed width.
diff --git a/src/easydynamics/sample_model/resolution_model.py b/src/easydynamics/sample_model/resolution_model.py
index b90f2b54..6531d0b7 100644
--- a/src/easydynamics/sample_model/resolution_model.py
+++ b/src/easydynamics/sample_model/resolution_model.py
@@ -33,11 +33,11 @@ def __init__(
 
         Parameters
         ----------
-        display_name : str, default="MyResolutionModel"
+        display_name : str, default='MyResolutionModel'
             Display name of the model.
         unique_name : str | None, default=None
             Unique name of the model. If None, a unique name will be generated.
-        unit : str | sc.Unit, default="meV"
+        unit : str | sc.Unit, default='meV'
             Unit of the model.
         components : ModelComponent | ComponentCollection | None, default=None
             Template components of the model. If None, no components are added. These components
@@ -102,7 +102,7 @@ def from_sample_model(
 
         Returns
         -------
-        "ResolutionModel"
+        'ResolutionModel'
             ResolutionModel created from the SampleModel.
 
         Raises