diff --git a/.github/actions/python-poetry-env/action.yml b/.github/actions/python-poetry-env/action.yml
index b0c45af..daa72ba 100644
--- a/.github/actions/python-poetry-env/action.yml
+++ b/.github/actions/python-poetry-env/action.yml
@@ -1,24 +1,25 @@
-name: 'Setup Python + Poetry environment'
-description: 'Setup Python + Poetry environment'
+name: 'Setup Python + uv environment'
+description: 'Setup Python + uv environment'
 
 inputs:
   python-version:
     required: false
     description: 'Python version'
-    default: '3.10'
+    default: '3.13'
 outputs: {}
 runs:
   using: 'composite'
   steps:
-    - uses: actions/setup-python@v4
+    - uses: actions/setup-python@v5
       with:
         python-version: ${{inputs.python-version}}
-    - name: Install poetry
-      run: python -m pip install poetry
-      shell: bash
-    - name: Create virtual environment
-      run: poetry install --with=dev
+    - name: Install uv
+      uses: astral-sh/setup-uv@v6
+      with:
+        enable-cache: true
+    - name: Install dependencies
+      run: uv sync --dev
       shell: bash
     - name: Install jaxlib
-      run: poetry run pip install jax[cpu]
+      run: uv pip install jax[cpu]
       shell: bash
diff --git a/.github/workflows/build_docs.yml b/.github/workflows/build_docs.yml
index a2c16a0..6d58aac 100644
--- a/.github/workflows/build_docs.yml
+++ b/.github/workflows/build_docs.yml
@@ -1,7 +1,3 @@
-# This is a workflow that runs whenever a pull request
-# changes some documentation files or the mkdocs.yml file. It
-# checks that the documentation builds correctly.
-
 name: Build Docs
 
 on:
@@ -19,7 +15,7 @@ jobs:
   build-and-publish:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
       - uses: ./.github/actions/python-poetry-env
       - name: Build docs
-        run: poetry run mkdocs build
+        run: uv run mkdocs build
diff --git a/.github/workflows/ci_tests.yml b/.github/workflows/ci_tests.yml
index c0be91e..073e5ba 100644
--- a/.github/workflows/ci_tests.yml
+++ b/.github/workflows/ci_tests.yml
@@ -1,6 +1,3 @@
-# This workflow runs both the regression tests and the unit/integration tests.
-# It is triggered on push to the main branch.
-
 name: CI
 
 on:
@@ -11,23 +8,23 @@ jobs:
   full_tests:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - uses: ./.github/actions/python-poetry-env
       - name: Downloading test data
         run: |
           make get_test_data
       - name: Running Regression Tests
         run: |
-          poetry run coverage run --source=jwave -m pytest -xvs ./tests/regression_tests
+          uv run coverage run --source=jwave -m pytest -xvs ./tests/regression_tests
       - name: Remove coverage data from regression tests
         run: |
           rm ./.coverage
       - name: Running Unit and Integration tests
         run: |
-          poetry run coverage run --source=jwave -m pytest -xvs --ignore=tests/regression_tests
-          poetry run coverage xml
+          uv run coverage run --source=jwave -m pytest -xvs --ignore=tests/regression_tests
+          uv run coverage xml
       - name: "Upload coverage to Codecov"
-        uses: codecov/codecov-action@v3
+        uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           files: ./coverage.xml
diff --git a/.github/workflows/draft_release.yml b/.github/workflows/draft_release.yml
index dd5f2bc..9edbc41 100644
--- a/.github/workflows/draft_release.yml
+++ b/.github/workflows/draft_release.yml
@@ -13,10 +13,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Set up SSH agent
-        uses: webfactory/ssh-agent@v0.5.0
+        uses: webfactory/ssh-agent@v0.9.1
         with:
           ssh-private-key: ${{ secrets.SSH_PRIVATE_KEY }}
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
         with:
           ssh-key: ${{ secrets.SSH_PRIVATE_KEY }}
       - uses: ./.github/actions/python-poetry-env
@@ -24,22 +24,27 @@ jobs:
         id: updated_version
         shell: bash
         run: |
-          poetry version ${{ github.event.inputs.version }}
-          version=$(poetry version --short)
-          echo ::set-output name="version::$version"
+          # Update version in pyproject.toml
+          if [[ "${{ github.event.inputs.version }}" =~ ^[0-9] ]]; then
+            version="${{ github.event.inputs.version }}"
+          else
+            echo "Semantic version bumps (patch/minor/major) require manual edit with uv"
+            exit 1
+          fi
+          sed -i "s/^version = .*/version = \"$version\"/" pyproject.toml
+          echo "version=$version" >> "$GITHUB_OUTPUT"
       - name: Update changelog
         id: changelog
         shell: bash
         run: |
-          poetry run kacl-cli release ${{ steps.updated_version.outputs.version }} --modify --auto-link
+          uv run kacl-cli release ${{ steps.updated_version.outputs.version }} --modify --auto-link
           echo "" >> CHANGELOG.md
-          body=$(poetry run kacl-cli get ${{ steps.updated_version.outputs.version }})
-          body="${body//'%'/'%25'}"
-          body="${body//$'\n'/'%0A'}"
-          body="${body//$'\r'/'%0D'}"
-          echo ::set-output name="body::$body"
+          body=$(uv run kacl-cli get ${{ steps.updated_version.outputs.version }})
+          echo "body<<EOF" >> "$GITHUB_OUTPUT"
+          echo "$body" >> "$GITHUB_OUTPUT"
+          echo "EOF" >> "$GITHUB_OUTPUT"
       - name: Commit changes
-        uses: EndBug/add-and-commit@v7
+        uses: EndBug/add-and-commit@v9
         with:
           add: 'CHANGELOG.md pyproject.toml'
           message: 'Release ${{ steps.updated_version.outputs.version }}'
@@ -48,11 +53,9 @@ jobs:
           git tag ${{ steps.updated_version.outputs.version }}
           git push --tags
       - name: Create a draft release
-        uses: actions/create-release@v1
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        uses: softprops/action-gh-release@v2
         with:
           tag_name: ${{ steps.updated_version.outputs.version }}
-          release_name: Release ${{ steps.updated_version.outputs.version }}
+          name: Release ${{ steps.updated_version.outputs.version }}
           body: ${{ steps.changelog.outputs.body }}
           draft: true
diff --git a/.github/workflows/regression_tests.yml b/.github/workflows/regression_tests.yml
index d677585..43c6c4c 100644
--- a/.github/workflows/regression_tests.yml
+++ b/.github/workflows/regression_tests.yml
@@ -1,6 +1,3 @@
-# This is a workflow for Regression Tests.
-# It is triggered by a pull request to the main branch.
-
 name: Regression Tests
 
 on:
@@ -11,10 +8,10 @@ jobs:
   regression_tests:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - uses: ./.github/actions/python-poetry-env
       - name: Downloading test data
         run: |
           make get_test_data
       - name: Running tests
-        run: poetry run coverage run --source=jwave -m pytest -xvs ./tests/regression_tests
+        run: uv run coverage run --source=jwave -m pytest -xvs ./tests/regression_tests
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 09929d4..2d33f0e 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -8,11 +8,11 @@ jobs:
   build-and-publish:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
       - uses: ./.github/actions/python-poetry-env
-      - name: Publish to pypi
-        run: |
-          poetry config pypi-token.pypi ${{ secrets.PYPI_TOKEN }}
-          poetry publish --build --no-interaction
+      - name: Build package
+        run: uv build
+      - name: Publish to PyPI
+        run: uv publish --token ${{ secrets.PYPI_TOKEN }}
       - name: Deploy docs
-        run: poetry run mkdocs gh-deploy --force
+        run: uv run mkdocs gh-deploy --force
diff --git a/.github/workflows/unit_integration_tests.yml b/.github/workflows/unit_integration_tests.yml
index 562ba1f..fc24908 100644
--- a/.github/workflows/unit_integration_tests.yml
+++ b/.github/workflows/unit_integration_tests.yml
@@ -1,7 +1,3 @@
-# This is a workflow for Unit, Integration, and Regression Tests
-# It is used to test the code on every pull request, whenever a
-# python, matlab, yaml, makefile, or markdown file is changed.
-
 name: Unit and Integration Tests
 
 on:
@@ -16,17 +12,17 @@ jobs:
   unit_and_integration_tests:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - uses: ./.github/actions/python-poetry-env
       - name: Downloading test data
         run: |
           make get_test_data
       - name: Running tests
         run: |
-          poetry run coverage run --source=jwave -m pytest -xvs --ignore=tests/regression_tests
-          poetry run coverage xml
+          uv run coverage run --source=jwave -m pytest -xvs --ignore=tests/regression_tests
+          uv run coverage xml
       - name: "Upload coverage to Codecov"
-        uses: codecov/codecov-action@v3
+        uses: codecov/codecov-action@v4
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           files: ./coverage.xml
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 485ff5d..6c149f9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,46 +1,68 @@
 # Changelog
+
 All notable changes to this project will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
 ## [Unreleased]
 
+### Changed
+
+- Migrated from Poetry to uv for dependency management and builds
+- Minimum Python version bumped to 3.11
+- Upgraded plumkdocs to >=1.0.0 and mkdocstrings to >=1.0.0
+
 ## [0.2.1] - 2024-09-17
+
 ### Changed
+
 - Upgraded `jaxdf` dependency
 
 ## [0.2.0] - 2023-12-18
+
 ### Fixed
+
 - Fixed arguments error in helmholtz notebook
 
 ### Changed
+
 - `Medium` objects are now `jaxdf.Module`s, which is based on `equinox` modules. It is also a [parametric module for dispatching operators](https://beartype.github.io/plum/parametric.html), meaning that there's a type difference betwee `Medium[FourierSeries]` and `Medium[FiniteDifferences]`, for example.
 - The settings of time domain acoustic simulations are now set using a `TimeWavePropagationSettings`. This also includes an attribute to explicity set the reference sound speed.
 
 ### Added
+
 - Added a logger in `jwave.logger`
 
 ### Removed
+
 - Removed `pressure_from_density` from `jwave.acoustics.conversion`, as it was a duplicate
 
 ## [0.1.5] - 2023-09-27
+
 ### Added
+
 - Added `numbers_with_smallest_primes` utility to find grids with small primes for efficient FFT when using FourierSeries
 
 ### Fixed
+
 - Restored `default_params` for the helmholtz operators that wen missing since the last jaxdf update
 
 ## [0.1.4] - 2023-06-29
+
 ### Changed
+
 - Refactored `save_video` to use opencv.
 
 ### Deprecated
+
 - `plot_complex_field` has been deprecated in favor of `display_complex_field`
 
 ### Removed
+
 - Removed the uncertainty propagation notebook example. For a more in depth example of using linear uncertainty propagation see [this repository](https://github.com/ucl-bug/linear-uncertainty)
 
 ### Added
+
 - Exposed `points_on_circle` function to generate points on a circle
 - Exposed `unit_fibonacci_sphere` function
 - Exposed `fibonacci_sphere` function
@@ -49,56 +71,77 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 - Exposed bli_function that is used to compute the band limited interpolant
 
 ## [0.1.3] - 2023-06-28
+
 ### Added
+
 - Added off grid sensors [@tomelse]
 
 ## [0.1.2] - 2023-06-22
+
 ### Changed
+
 - updated documentation
 - made imageio and tqdm optional dependencies
 
 ## [0.1.1] - 2023-06-22
+
 ### Fixed
+
 - fixed pypi classifiers
 
 ## [0.1.0] - 2023-06-22
+
 ### Added
+
 - `k0` is automatically calculated in the Convergent Born Series, if not given, using the fromula from Osnabrugge et al.
 
 ### Fixed
+
 - updated for new `Array` type in `jax` 0.4.x
 
 ### Changed
+
 - reverted checkpoint to only step checkpoints for time varying simulations. Soon jwave will use diffrax for advanced checkpointing
 
 ## [0.0.4] - 2022-11-04
+
 ### Added
+
 - Convergent Born series.
 
 ### Fixed
+
 - Correctly handles Nyquist frequency for Helmholtz operator, to improve agreement with k-Wave.
 - Fixed incorrect domain size for angular spectrum.
 - Angular spectrum is only dispatched on `pressure` types.
 
 ## [0.0.3] - 2022-07-05
+
 ### Added
+
 - Angular spectrum method for single frequency sources.
 - Differentiable rayleigh integral (from a plane)
 
 ## [0.0.2] - 2022-06-23
+
 ### Added
+
 - Generate `TimeHarmonicSource` from point sources.
 
 ### Fixed
+
 - Helmholtz notebook parameters bug.
 
 ## [0.0.1] - 2022-06-07
+
 ### Added
+
 - Finite differences helmholtz tested.
 - Extract time varying params without running the simulation.
 - Windows one-line installer
 
 ### Fixed
+
 - Using numpy operations in TimeAxis for static fields.
 - Pml for 1D and 3D simulations.
 - Plotting functions of `jwave.utils` now work with both `Field`s and arrays.
@@ -116,4 +159,3 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 [0.0.3]: https://github.com/ucl-bug/jwave/compare/0.0.2...0.0.3
 [0.0.2]: https://github.com/ucl-bug/jwave/compare/0.0.1...0.0.2
 [0.0.1]: https://github.com/ucl-bug/jwave/releases/tag/0.0.1
-
diff --git a/mkdocs.yml b/mkdocs.yml
index 9a7d0e7..05a4f8c 100755
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -109,9 +109,8 @@ plugins:
       default_handler: python
       handlers:
         python:
-          rendering:
+          options:
             show_source: false
-      custom_templates: templates
   - search
   - mermaid2
   - macros:
diff --git a/pyproject.toml b/pyproject.toml
index b88738a..e917de9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,83 +1,68 @@
-[tool.poetry]
+[project]
 name = "jwave"
 version = "0.2.1"
 description = "Fast and differentiable acoustic simulations in JAX."
-authors = [
-  "Antonio Stanziola <a.stanziola@ucl.ac.uk>",
-  "Simon Arridge",
-  "Ben T. Cox",
-  "Bradley E. Treeby",
-]
 readme = "README.md"
-keywords = [
-  "jax",
-  "acoustics",
-  "simulation",
-  "ultrasound",
-  "differentiable-programming"
+authors = [
+    { name = "Antonio Stanziola", email = "stanziola.antonio@gmail.com" },
+    { name = "Simon Arridge" },
+    { name = "Ben T. Cox" },
+    { name = "Bradley E. Treeby" },
 ]
 license = "LGPL-3.0-only"
-classifiers=[
-  "Intended Audience :: Education",
-  "Intended Audience :: Science/Research",
-  "Programming Language :: Python :: 3.8",
-  "Programming Language :: Python :: 3.9",
-  "Programming Language :: Python :: 3.10",
-  "Programming Language :: Python :: 3.11",
-  "Environment :: GPU",
-  "Environment :: GPU :: NVIDIA CUDA",
-  "Environment :: GPU :: NVIDIA CUDA :: 11.6",
-  "Environment :: GPU :: NVIDIA CUDA :: 11.7",
-  "Environment :: GPU :: NVIDIA CUDA :: 11.8",
-  "Environment :: GPU :: NVIDIA CUDA :: 12 :: 12.0",
-  "Environment :: GPU :: NVIDIA CUDA :: 12 :: 12.1",
-  "Topic :: Scientific/Engineering",
-  "Topic :: Scientific/Engineering :: Artificial Intelligence",
-  "Topic :: Scientific/Engineering :: Physics",
-  "Topic :: Software Development",
-  "Topic :: Software Development :: Libraries",
-  "Topic :: Software Development :: Libraries :: Python Modules",
+keywords = ["jax", "acoustics", "simulation", "ultrasound", "differentiable-programming"]
+requires-python = ">=3.11"
+dependencies = [
+    "jaxdf>=0.2.8",
+    "matplotlib>=3.0.0",
 ]
-
-packages = [
-  { include="jwave", from="." }
+classifiers = [
+    "Intended Audience :: Education",
+    "Intended Audience :: Science/Research",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
+    "Environment :: GPU",
+    "Environment :: GPU :: NVIDIA CUDA",
+    "Topic :: Scientific/Engineering",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Scientific/Engineering :: Physics",
+    "Topic :: Software Development",
+    "Topic :: Software Development :: Libraries",
+    "Topic :: Software Development :: Libraries :: Python Modules",
 ]
 
-[tool.poetry.urls]
-"Homepage" = "https://ucl-bug.github.io/jwave/"
-"Repository" = "https://github.com/ucl-bug/jwave"
+[project.urls]
+Homepage = "https://ucl-bug.github.io/jwave/"
+Repository = "https://github.com/ucl-bug/jwave"
 "Bug Tracker" = "https://github.com/ucl-bug/jwave/issues"
-"Support" = "https://discord.gg/VtUb4fFznt"
+Support = "https://discord.gg/VtUb4fFznt"
 
-[tool.poetry.dependencies]
-python = "^3.9"
-jaxdf = "^0.2.8"
-matplotlib = "^3.0.0"
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
 
-[tool.poetry.group.dev.dependencies]
-coverage = "^7.2.7"
-pytest = "^7.2.0"
-pre-commit = "^3.3.3"
-pycln = "^2.1.5"
-isort = "^5.12.0"
-griffe = "^0.29.1"
-mkdocs-material = "^9.1.16"
-mkdocstrings = "^0.22.0"
-mkdocs-jupyter = "^0.24.1"
-mkdocs-macros-plugin = "^1.0.1"
-mkdocs-mermaid2-plugin = "^0.6.0"
-mkdocstrings-python = "^1.1.2"
-python-kacl = "^0.4.6"
-pymdown-extensions = "^10.0.1"
-plumkdocs = "0.0.2"
-tqdm = "^4.65.0"
-opencv-python = "^4.7.0.72"
+[tool.hatch.build.targets.wheel]
+packages = ["jwave"]
 
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
+[dependency-groups]
+dev = [
+    "coverage>=7.2.7",
+    "isort>=5.12.0",
+    "mkdocs-jupyter>=0.24.1",
+    "mkdocs-mermaid2-plugin>=0.6.0",
+    "opencv-python>=4.7.0.72",
+    "plumkdocs>=1.0.1",
+    "pre-commit>=3.3.3",
+    "pycln>=2.1.5",
+    "pymdown-extensions>=10.0.1",
+    "pytest>=7.2.0",
+    "python-kacl>=0.4.6",
+    "tqdm>=4.65.0",
+]
 
-[tools.isort]
+[tool.isort]
 src_paths = ["jwave", "tests"]
 multi_line_output = 3
 include_trailing_comma = true
@@ -101,11 +86,6 @@ show_error_codes = true
 ignore_missing_imports = true
 allow_redefinition = true
 
-[tool.yapf]
-based_on_style = "pep8"
-spaces_before_comment = 4
-split_before_logical_operator = true
-
 [tool.pytest.ini_options]
 addopts = """\
     --doctest-modules\
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..9fa0733
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,2918 @@
+version = 1
+revision = 3
+requires-python = ">=3.11"
+resolution-markers = [
+    "python_full_version >= '3.14'",
+    "python_full_version == '3.13.*'",
+    "python_full_version == '3.12.*'",
+    "python_full_version < '3.12'",
+]
+
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320", size = 5303, upload-time = "2025-11-10T22:07:40.673Z" },
+]
+
+[[package]]
+name = "appnope"
+version = "0.1.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/35/5d/752690df9ef5b76e169e68d6a129fa6d08a7100ca7f754c89495db3c6019/appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee", size = 4170, upload-time = "2024-02-06T09:43:11.258Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/81/29/5ecc3a15d5a33e31b26c11426c45c501e439cb865d0bff96315d86443b78/appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c", size = 4321, upload-time = "2024-02-06T09:43:09.663Z" },
+]
+
+[[package]]
+name = "asttokens"
+version = "3.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/be/a5/8e3f9b6771b0b408517c82d97aed8f2036509bc247d46114925e32fe33f0/asttokens-3.0.1.tar.gz", hash = "sha256:71a4ee5de0bde6a31d64f6b13f2293ac190344478f081c3d1bccfcf5eacb0cb7", size = 62308, upload-time = "2025-11-15T16:43:48.578Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d2/39/e7eaf1799466a4aef85b6a4fe7bd175ad2b1c6345066aa33f1f58d4b18d0/asttokens-3.0.1-py3-none-any.whl", hash = "sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a", size = 27047, upload-time = "2025-11-15T16:43:16.109Z" },
+]
+
+[[package]]
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