diff --git a/.github/workflows/cd_release.yml b/.github/workflows/cd_release.yml
index 1e48430..32be842 100644
--- a/.github/workflows/cd_release.yml
+++ b/.github/workflows/cd_release.yml
@@ -6,7 +6,7 @@ on:
     - published
 
 jobs:
-  publish-package-and-docs:
+  build:
     name: External
     uses: SINTEF/ci-cd/.github/workflows/cd_release.yml@v2.8.2
     if: github.repository == 'SINTEF/oteapi-optimade' && startsWith(github.ref, 'refs/tags/v')
@@ -21,8 +21,11 @@ jobs:
       release_branch: main
       install_extras: "[dev]"
       python_version_build: "3.9"
-      build_cmd: "pip install -U flit && flit build"
-      publish_on_pypi: true
+      build_libs: flit
+      build_cmd: "flit build"
+      build_dir: "dist"
+      publish_on_pypi: false
+      upload_distribution: true
 
       # Documentation
       update_docs: true
@@ -31,5 +34,29 @@ jobs:
       changelog_exclude_labels: "skip_changelog,duplicate,question,invalid,wontfix"
 
     secrets:
-      PyPI_token: ${{ secrets.PYPI_TOKEN }}
       PAT: ${{ secrets.RELEASE_PAT }}
+
+  publish:
+    name: Publish to PyPI
+    needs: build
+    runs-on: ubuntu-latest
+
+    # Using environments is recommended by PyPI when using Trusted Publishers
+    environment:
+      name: pypi
+      url: https://pypi.org/project/oteapi-optimade
+
+    # The id-token:write permission is required by the PyPI upload action for
+    # Trusted Publishers
+    permissions:
+      id-token: write
+
+    steps:
+      - name: Download distribution
+        uses: actions/download-artifact@v4
+        with:
+          name: dist  # The artifact will always be called 'dist'
+          path: dist
+
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7b961d2..564bbca 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,27 @@
 # Changelog
 
+## [Unreleased](https://github.com/SINTEF/oteapi-optimade/tree/HEAD)
+
+[Full Changelog](https://github.com/SINTEF/oteapi-optimade/compare/v0.5.1...HEAD)
+
+**Fixed bugs:**
+
+- Use Trusted Publishers with PyPI [\#252](https://github.com/SINTEF/oteapi-optimade/issues/252)
+
+## [v0.5.1](https://github.com/SINTEF/oteapi-optimade/tree/v0.5.1) (2024-09-03)
+
+[Full Changelog](https://github.com/SINTEF/oteapi-optimade/compare/v0.5.0...v0.5.1)
+
+## Update to latest dependencies
+
+Update dependencies to support the latest core libraries.
+
+This release is done almost immediately prior to the v0.6.0.dev0 release, which will support the upcoming re-design of OTEAPI Core and the use of sessions.
+
+**Merged pull requests:**
+
+- Use Trusted Publishers for publishing on PyPI [\#253](https://github.com/SINTEF/oteapi-optimade/pull/253) ([CasperWA](https://github.com/CasperWA))
+
 ## [v0.5.0](https://github.com/SINTEF/oteapi-optimade/tree/v0.5.0) (2024-03-07)
 
 [Full Changelog](https://github.com/SINTEF/oteapi-optimade/compare/v0.4.2...v0.5.0)
diff --git a/oteapi_optimade/__init__.py b/oteapi_optimade/__init__.py
index bdc9767..0f27984 100644
--- a/oteapi_optimade/__init__.py
+++ b/oteapi_optimade/__init__.py
@@ -10,7 +10,7 @@
 
 import logging
 
-__version__ = "0.5.0"
+__version__ = "0.5.1"
 __author__ = "Casper Welzel Andersen"
 __author_email__ = "casper.w.andersen@sintef.no"