diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index cc7bcd3..937553b 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -16,26 +16,19 @@ jobs:
       - name: Check out the repository
         uses: actions/checkout@v3
 
-
-      - name: Install Poetry
-        uses: snok/install-poetry@v1
-        with:
-          version: latest  # You can specify a version if needed
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
 
       - name: Set up Python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: "3.13"
-          cache: "poetry"
 
-      - name: Poetry install
-        run: poetry install --with dev
+      - name: Install dependencies
+        run: uv sync --group dev
 
       - name: Pre-commit install
-        run: poetry run pre-commit install
+        run: uv run pre-commit install
 
       - name: Run pre-commit
-        run: poetry run pre-commit run --show-diff-on-failure --color=always --all-files
+        run: uv run pre-commit run --show-diff-on-failure --color=always --all-files
diff --git a/.github/workflows/run_tests.yml b/.github/workflows/run_tests.yml
index f71b8a3..02758e9 100644
--- a/.github/workflows/run_tests.yml
+++ b/.github/workflows/run_tests.yml
@@ -1,4 +1,4 @@
-name: Run Pytest with Poetry
+name: Run Pytest
 
 on:
   push:
@@ -20,24 +20,12 @@ jobs:
         uses: actions/checkout@v3
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
+        uses: astral-sh/setup-uv@v5
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Install Poetry
-        uses: snok/install-poetry@v1
-        with:
-          version: latest  # You can specify a version if needed
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-
-      - name: Configure Poetry Virtual Environment
-        run: |
-          poetry config virtualenvs.create true
-          poetry config virtualenvs.in-project true
-
       - name: Install Dependencies
-        run: poetry install --with dev
+        run: uv sync --group dev
 
       - name: Run Tests
-        run: poetry run pytest
+        run: uv run pytest
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 8e207c2..52341a1 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,14 +3,14 @@ repos:
     hooks:
       - id: ruff_format
         name: ruff_format 
-        entry: poetry run ruff format
+        entry: uv run ruff format
         language: system
         types: [python]
         files: "^popsim/"
         exclude: "^popsim/tests/"
       - id: ruff_check
         name: ruff_check
-        entry: poetry run ruff check --fix
+        entry: uv run ruff check --fix
         language: system
         types: [python]
         files: "^popsim/"
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 9d4aabd..0000000
--- a/poetry.lock
+++ /dev/null
@@ -1,1830 +0,0 @@
-# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
-
-[[package]]
-name = "appnope"
-version = "0.1.4"
-description = "Disable App Nap on macOS >= 10.9"
-optional = false
-python-versions = ">=3.6"
-groups = ["dev"]
-markers = "platform_system == \"Darwin\""
-files = [
-    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
-    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
-]
-
-[[package]]
-name = "asttokens"
-version = "3.0.0"
-description = "Annotate AST trees with source code positions"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
-    {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
-    {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
-]
-
-[package.extras]
-astroid = ["astroid (>=2,<4)"]
-test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
-
-[[package]]
-name = "attrs"
-version = "25.3.0"
-description = "Classes Without Boilerplate"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
-    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
-    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
-]
-
-[package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
-
-[[package]]
-name = "certifi"
-version = "2025.8.3"
-description = "Python package for providing Mozilla's CA Bundle."
-optional = false
-python-versions = ">=3.7"
-groups = ["dev"]
-files = [
-    {file = "certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"},
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-]
-
-[[package]]
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-version = "1.17.1"
-description = "Foreign Function Interface for Python calling C code."
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-python-versions = ">=3.8"
-groups = ["dev"]
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diff --git a/pyproject.toml b/pyproject.toml
index 19c8d1b..d82dce1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,29 +1,27 @@
-[tool.poetry]
+[project]
 name = "xarray-jax"
 version = "0.0.8"
 description = ""
-authors = ["Allen Wang <allenw@mit.edu>"]
+authors = [{name = "Allen Wang", email = "allenw@mit.edu"}]
 readme = "README.md"
+requires-python = ">=3.11"
+dependencies = [
+    "jax>=0.7.0",
+    "equinox>=0.13.0",
+    "xarray>=2024.9.0",
+]
 
-[tool.poetry.dependencies]
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-jax = "^0.7.0"
-equinox = "^0.13.0"
-xarray = ">=2024.9.0"
-
-
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-pytest = "^8.3.3"
-pooch = "^1.8.2"
-ruff = "^0.6.7"
-pre-commit = "^3.8.0"
+[dependency-groups]
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+    "hypothesis>=6.112.1",
+    "diffrax>=0.6.0",
+    "pytest>=8.3.3",
+    "pooch>=1.8.2",
+    "ruff>=0.6.7",
+    "pre-commit>=3.8.0",
+]
 
 [build-system]
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-build-backend = "poetry.core.masonry.api"
+requires = ["hatchling"]
+build-backend = "hatchling.build"
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..a0ce2dc
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,1402 @@
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