Update README.md

README.md

@@ -6,8 +6,23 @@ colorTo: purple
 sdk: streamlit
 sdk_version: 1.28.1
 app_file: app.py
-pinned: false
+pinned: true
 license: mit
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+Official demo of the paper ["Quantum circuit synthesis with diffusion models"](https://arxiv.org/abs/2311.02041). Code repository at [github.com/FlorianFuerrutter/genQC](https://github.com/FlorianFuerrutter/genQC).
+
+
+``` latex
+@article{fuerrutter2023quantum,
+      title={Quantum circuit synthesis with diffusion models}, 
+      author={Florian Fürrutter and Gorka Muñoz-Gil and Hans J. Briegel},
+      year={2023},
+      eprint={2311.02041},
+      publisher = {arXiv},
+      archivePrefix={arXiv},
+      primaryClass={quant-ph},
+      url = {https://arxiv.org/abs/2311.02041},
+      doi = {/10.48550/arXiv.2311.02041},
+}
+```