diff --git a/dev_tools/check_notebooks.py b/dev_tools/check_notebooks.py
index c9ae7f4d..65dc4da9 100644
--- a/dev_tools/check_notebooks.py
+++ b/dev_tools/check_notebooks.py
@@ -2,7 +2,8 @@
 import shutil
 import time
 from multiprocessing import Pool
-from subprocess import run as _run, CalledProcessError
+from subprocess import CalledProcessError
+from subprocess import run as _run
 
 BASE_PACKAGES = [
     # for running the notebooks
@@ -24,24 +25,28 @@ def _check_notebook(notebook_fn: str, notebook_id: str, stdout, stderr):
         stdout: A file-like object to redirect stdout
         stderr: A file-like object to redirect stderr
     """
-    print(f'Starting {notebook_id}')
+    print(f"Starting {notebook_id}")
 
     def run(*args, **kwargs):
         return _run(*args, check=True, stdout=stdout, stderr=stderr, **kwargs)
 
     # 1. create venv
-    venv_dir = os.path.abspath(f'./notebook_envs/{notebook_id}')
-    run(['python', '-m', 'venv', '--clear', venv_dir])
+    venv_dir = os.path.abspath(f"./notebook_envs/{notebook_id}")
+    run(["python", "-m", "venv", "--clear", venv_dir])
 
     # 2. basic colab-like environment
-    pip = f'{venv_dir}/bin/pip'
-    run([pip, 'install'] + BASE_PACKAGES)
+    pip = f"{venv_dir}/bin/pip"
+    run([pip, "install"] + BASE_PACKAGES)
 
     # 3. execute
-    jupyter = f'{venv_dir}/bin/jupyter'
+    jupyter = f"{venv_dir}/bin/jupyter"
     env = os.environ.copy()
-    env['PATH'] = f'{venv_dir}/bin:{env["PATH"]}'
-    run([jupyter, 'nbconvert', '--to', 'html', '--execute', notebook_fn], cwd='../', env=env)
+    env["PATH"] = f'{venv_dir}/bin:{env["PATH"]}'
+    run(
+        [jupyter, "nbconvert", "--to", "html", "--execute", notebook_fn],
+        cwd="../",
+        env=env,
+    )
 
     # 4. clean up
     shutil.rmtree(venv_dir)
@@ -64,43 +69,47 @@ def check_notebook(notebook_fn: str):
     Args:
         notebook_fn: The filename of the notebook relative to the repo root.
     """
-    notebook_id = notebook_fn.replace('/', '-')
+    notebook_id = notebook_fn.replace("/", "-")
     start = time.perf_counter()
-    with open(f'./notebook_envs/{notebook_id}.stdout', 'w') as stdout, \
-            open(f'./notebook_envs/{notebook_id}.stderr', 'w') as stderr:
+    with open(f"./notebook_envs/{notebook_id}.stdout", "w") as stdout, open(
+        f"./notebook_envs/{notebook_id}.stderr", "w"
+    ) as stderr:
         try:
             _check_notebook(notebook_fn, notebook_id, stdout, stderr)
         except CalledProcessError:
-            print('ERROR!', notebook_id)
+            print("ERROR!", notebook_id)
     end = time.perf_counter()
-    print(f'{notebook_id} {end - start:.1f}s')
+    print(f"{notebook_id} {end - start:.1f}s")
 
 
 NOTEBOOKS = [
-    'docs/otoc/otoc_example.ipynb',
-    'docs/guide/data_analysis.ipynb',
-    'docs/guide/data_collection.ipynb',
-    'docs/qaoa/example_problems.ipynb',
-    'docs/qaoa/precomputed_analysis.ipynb',
-    'docs/qaoa/hardware_grid_circuits.ipynb',
-    'docs/qaoa/optimization_analysis.ipynb',
-    'docs/qaoa/tasks.ipynb',
-    'docs/qaoa/landscape_analysis.ipynb',
-    'docs/qaoa/routing_with_tket.ipynb',
-    'docs/hfvqe/molecular_data.ipynb',
-    'docs/hfvqe/quickstart.ipynb',
-    'docs/fermi_hubbard/publication_results.ipynb',
-    'docs/fermi_hubbard/experiment_example.ipynb',
+    "docs/otoc/otoc_example.ipynb",
+    "docs/guide/data_analysis.ipynb",
+    "docs/guide/data_collection.ipynb",
+    "docs/qaoa/example_problems.ipynb",
+    "docs/qaoa/precomputed_analysis.ipynb",
+    "docs/qaoa/hardware_grid_circuits.ipynb",
+    "docs/qaoa/optimization_analysis.ipynb",
+    "docs/qaoa/tasks.ipynb",
+    "docs/qaoa/landscape_analysis.ipynb",
+    "docs/qaoa/routing_with_tket.ipynb",
+    "docs/hfvqe/molecular_data.ipynb",
+    "docs/hfvqe/quickstart.ipynb",
+    "docs/fermi_hubbard/publication_results.ipynb",
+    "docs/fermi_hubbard/experiment_example.ipynb",
+    "docs/qcqmc/experimental_wavefunctions.ipynb"
+    "docs/qcqmc/full_workflow.ipynb"
+    "docs/qcqmc/high_level.ipynb",
 ]
 
 
 def main():
     os.chdir(os.path.dirname(__file__))
-    os.makedirs('./notebook_envs', exist_ok=True)
+    os.makedirs("./notebook_envs", exist_ok=True)
     with Pool(4) as pool:
         results = pool.map(check_notebook, NOTEBOOKS)
     print(results)
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     main()
diff --git a/docs/qcqmc/high-level.ipynb b/docs/qcqmc/high_level.ipynb
similarity index 100%
rename from docs/qcqmc/high-level.ipynb
rename to docs/qcqmc/high_level.ipynb