diff --git a/examples/README.md b/examples/README.md
index ea6c379..a77d071 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -1,12 +1,25 @@
 # Example scripts
 
+Examples can be looked-up in the
+[documentation](https://dlr-institute-of-future-fuels.github.io/gaspype/)
+rendered with results.
+
+The gaspype examples from this directory are available in the documentation as
+downloadable Jupyter Notebooks or plain python scripts with comments.
+
+The conversion is done like the following automated by the
+[docs/source/render_examples.py](../docs/source/render_examples.py) script:
 ``` bash
-notedown .\docs\source\examples\soec_methane.md --to notebook --output .\docs\files\soec_methane.ipynb --run
+# Converting markdown with code sections to Jupyter Notebook and run it:
+notedown examples/soec_methane.md --to notebook --output docs/source/_autogenerated/soec_methane.ipynb --run
 
-maybe: pip install ipykernel jupyter  
-maybe: python -m ipykernel install --user --name temp_kernel --display-name "Python (temp_kernel)"
-
-
-jupyter nbconvert --to markdown .\docs\files\soec_methane.ipynb --output .\docs\files\soec_methane_out.md
+# Converting the Jupyter Notebook to Markdown and a folder with image
+# files placed in docs/source/_autogenerated/:
+jupyter nbconvert --to markdown docs/source/_autogenerated/soec_methane.ipynb --output soec_methane.md
 ```
 
+A new example Markdown file can be created from a Jupyter Notebook running
+the following command:
+``` bash
+jupyter nbconvert --to new_example.ipynb --NbConvertApp.use_output_suffix=False --ClearOutputPreprocessor.enabled=True --output-dir examples/ --output new_example.md
+```
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