diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index ec2a0ff8..ef00502b 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -7,6 +7,7 @@ on:
     tags: ["*"]
   pull_request:
     branches: [ master ]
+  workflow_dispatch:
 
 
 jobs:
@@ -21,7 +22,7 @@ jobs:
           fetch-depth: 0
       
       - id: find-tag
-        run: echo "tag=$(git describe --tags `git rev-list --tags --max-count=1`)" >> "$GITHUB_OUTPUT"
+        run: echo "tag=$(git describe --tags `git rev-list --tags=tutorials-* --max-count=1`)" >> "$GITHUB_OUTPUT"
 
 
   link-check:
@@ -30,7 +31,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
       
-      - uses: prefix-dev/setup-pixi@v0.4.1
+      - uses: prefix-dev/setup-pixi@v0.5.1
         with:
           cache: true
           cache-write: ${{ github.event_name == 'push' && github.ref_name == 'master' }}
@@ -47,7 +48,7 @@ jobs:
         with:
           ref: ${{ needs.find-tag.outputs.latest-tag }}
       
-      - uses: prefix-dev/setup-pixi@v0.4.1
+      - uses: prefix-dev/setup-pixi@v0.5.1
         continue-on-error: true
         id: pixisetup
         with:
@@ -80,7 +81,7 @@ jobs:
         with:
           fetch-depth: 0
     
-      - uses: prefix-dev/setup-pixi@v0.4.1
+      - uses: prefix-dev/setup-pixi@v0.5.1
         with:
           cache: true
           cache-write: ${{ github.event_name == 'push' && github.ref_name == 'master' }}
@@ -105,29 +106,15 @@ jobs:
           ref: ${{ needs.find-tag.outputs.latest-tag }}
           fetch-depth: 0
 
-      - uses: prefix-dev/setup-pixi@v0.4.1
-        continue-on-error: true
-        id: pixisetup
+      - uses: prefix-dev/setup-pixi@v0.5.1
         with:
           cache: true
           cache-write: ${{ github.event_name == 'push' && github.ref_name == 'master' }}
     
       - name: Build Documentation
-        if: steps.pixisetup.outcome == 'success'
         run: pixi run sphinx-build -M html . _build -W --keep-going -a
             
 
-      - name: Install mamba
-        if: steps.pixisetup.outcome == 'failure'
-        uses: mamba-org/setup-micromamba@v1
-        with:
-          environment-file: environment.yaml
-            
-      - name: build with mamba
-        if: steps.pixisetup.outcome == 'failure'
-        shell: bash -leo pipefail {0} {0}
-        run: sphinx-build -M html . _build -W --keep-going -a
-
       - uses: actions/upload-artifact@v3
         with:
           name: tagged-version
@@ -153,7 +140,8 @@ jobs:
 
   deploy:
     needs: prepare-pages
-    if: github.ref == 'refs/heads/master'
+    # only run if master branch or if tag containing "tutorials-*" is pushed
+    if: github.ref == 'refs/heads/master' || contains(github.ref, 'tags/tutorials-')
     runs-on: ubuntu-latest
     permissions:
       pages: write    
diff --git a/pixi.lock b/pixi.lock
index 16ba5aa3..4a93b803 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,874 +1,805 @@
-version: 3
-metadata:
-  content_hash:
-    linux-64: e90c2ee71ad70fc0a1c8302029533a7d1498f2bffcd0eaa8d2934700e775dc1d
-    win-64: e90c2ee71ad70fc0a1c8302029533a7d1498f2bffcd0eaa8d2934700e775dc1d
-  channels:
-  - url: https://conda.anaconda.org/conda-forge/
-    used_env_vars: []
-  platforms:
-  - linux-64
-  - win-64
-  sources: []
-  time_metadata: null
-  git_metadata: null
-  inputs_metadata: null
-  custom_metadata: null
-package:
-- platform: linux-64
+version: 4
+environments:
+  default:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-1.1.0-hd590300_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-bin-1.1.0-hd590300_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.1.0-py311hb755f60_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hd590300_5.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2023.11.17-hbcca054_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.2.0-py311h9547e67_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/docutils-0.19-py311h38be061_1.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.46.0-py311h459d7ec_0.conda
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+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.1.0-hd590300_1.conda
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   license_family: MIT
-  noarch: python
   size: 18954
   timestamp: 1695255262261
-- platform: linux-64
+- kind: conda
   name: zstd
   version: 1.5.5
-  category: main
-  manager: conda
-  dependencies:
-  - libgcc-ng >=12
-  - libstdcxx-ng >=12
+  build: h12be248_0
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.5-h12be248_0.conda
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   - libzlib >=1.2.13,<1.3.0a0
-  url: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.5-hfc55251_0.conda
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-    sha256: 607cbeb1a533be98ba96cf5cdf0ddbb101c78019f1fda063261871dad6248609
-  build: hfc55251_0
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
   arch: x86_64
-  subdir: linux-64
-  build_number: 0
+  platform: win
   license: BSD-3-Clause
   license_family: BSD
-  size: 545199
-  timestamp: 1693151163452
-- platform: win-64
+  size: 343428
+  timestamp: 1693151615801
+- kind: conda
   name: zstd
   version: 1.5.5
-  category: main
-  manager: conda
-  dependencies:
+  build: hfc55251_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.5-hfc55251_0.conda
+  sha256: 607cbeb1a533be98ba96cf5cdf0ddbb101c78019f1fda063261871dad6248609
+  md5: 04b88013080254850d6c01ed54810589
+  depends:
+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
   - libzlib >=1.2.13,<1.3.0a0
-  - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
-  url: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.5-h12be248_0.conda
-  hash:
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-  build: h12be248_0
   arch: x86_64
-  subdir: win-64
-  build_number: 0
+  platform: linux
   license: BSD-3-Clause
   license_family: BSD
-  size: 343428
-  timestamp: 1693151615801
+  size: 545199
+  timestamp: 1693151163452