diff --git a/.github/workflows/notebooks.yml b/.github/workflows/notebooks.yml
new file mode 100644
index 0000000..1f174be
--- /dev/null
+++ b/.github/workflows/notebooks.yml
@@ -0,0 +1,33 @@
+name: Reproduce notebooks
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+
+permissions:
+  contents: read
+
+jobs:
+  execute:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+          cache: pip
+      - name: Install dependencies
+        run: python -m pip install -r requirements.txt
+      - name: Execute every study from a clean kernel
+        env:
+          MPLBACKEND: Agg
+        run: |
+          mkdir -p /tmp/executed-notebooks
+          for notebook in notebooks/*.ipynb; do
+            jupyter nbconvert \
+              --to notebook \
+              --execute "$notebook" \
+              --output-dir /tmp/executed-notebooks \
+              --ExecutePreprocessor.timeout=300
+          done
diff --git a/READMe.md b/READMe.md
index 6241d5c..e90b69a 100644
--- a/READMe.md
+++ b/READMe.md
@@ -1,5 +1,7 @@
 # Surrogate Model Learning
 
+[![Reproduce notebooks](https://github.com/triasha72/Surrogate-model-learning/actions/workflows/notebooks.yml/badge.svg)](https://github.com/triasha72/Surrogate-model-learning/actions/workflows/notebooks.yml)
+
 Learning surrogate modeling from scratch — starting with
 the basics and working toward real engineering applications.
 
@@ -114,6 +116,10 @@ pip install -r requirements.txt
 jupyter notebook
 ```
 
+Every notebook is also executed from a clean kernel in GitHub Actions. This
+checks that the committed studies can be reproduced with the pinned dependency
+versions instead of relying on variables left in an interactive session.
+
 ## Notebooks
 
 | Notebook | Topic | Key Result |
diff --git a/Requirements.txt b/Requirements.txt
deleted file mode 100644
index 10610e1..0000000
--- a/Requirements.txt
+++ /dev/null
@@ -1,19 +0,0 @@
-numpy
-scipy
-matplotlib
-jupyter
-scikit-learn
-pyDOE2
-
-## Installation
-
-Create environment and install dependencies:
-
-pip install -r requirements.txt
-
-numpy==1.26.4
-scipy==1.11.4
-matplotlib==3.8.2
-scikit-learn==1.4.0
-pyDOE2==1.3.0
-jupyter==1.0.0ß
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..8fb2859
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,7 @@
+numpy==1.26.4
+scipy==1.11.4
+matplotlib==3.8.2
+scikit-learn==1.4.0
+pyDOE2==1.3.0
+jupyter==1.0.0
+ipython==8.22.1