docs: updated readme

README.md

@@ -7,15 +7,40 @@ sdk: static
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-# [The SQuADDS Paper](https://arxiv.org/pdf/2312.13483.pdf)
+# About SQuADDS
+
+The SQuADDS (Superconducting Qubit And Device Design and Simulation) Database Project is an open-source resource aimed at advancing research in superconducting quantum device designs. It provides a robust workflow for generating and simulating superconducting quantum device designs, facilitating the accurate prediction of Hamiltonian parameters across a wide range of design geometries.
+
+# The SQuADDS Paper
+
+Read the [SQuADDS Paper](https://quantum-journal.org/papers/q-2024-09-09-1465/) to learn more.
 
 ## Citation
 
-```
-@article{SQuADDS,
-    title={SQuADDS: A validated design database and simulation workflow for superconducting qubit design},
-    author={Sadman Ahmed Shanto, Andre Kuo, Clark Miyamoto, Haimeng Zhang, Vivek Maurya, Evangelos Vlachos, Malida Hecht, Chung Wa Shum and Eli Levenson-Falk},
-    journal={arXiv preprint arXiv: https://arxiv.org/pdf/2312.13483.pdf},
-    year={2023}
+If you use SQuADDS in your research, please cite the following paper:
+
+```bibtex
+@article{Shanto2024squaddsvalidated,
+  doi = {10.22331/q-2024-09-09-1465},
+  url = {https://doi.org/10.22331/q-2024-09-09-1465},
+  title = {{SQ}u{ADDS}: {A} validated design database and simulation workflow for superconducting qubit design},
+  author = {Shanto, Sadman and Kuo, Andre and Miyamoto, Clark and Zhang, Haimeng and Maurya, Vivek and Vlachos, Evangelos and Hecht, Malida and Shum, Chung Wa and Levenson-Falk, Eli},
+  journal = {{Quantum}},
+  issn = {2521-327X},
+  publisher = {{Verein zur F{\"{o}}rderung des Open Access Publizierens in den Quantenwissenschaften}},
+  volume = {8},
+  pages = {1465},
+  month = sep,
+  year = {2024}
 }
-```
+```
+
+# Contribution
+
+If you want to contribute to the **SQuADDS** project, please review the following resources:
+
+- [How to Contribute to SQuADDS](https://lfl-lab.github.io/SQuADDS/source/resources/contribute.html)
+- [Contributing Measured Data to SQuADDS](https://lfl-lab.github.io/SQuADDS/source/tutorials/Tutorial_4_Contributing_Measured_Data_to_SQuADDS.html)
+- [Contributing Experimentally Validated Simulation Data](https://lfl-lab.github.io/SQuADDS/source/tutorials/Tutorial-3_Contributing_Validated_Simulation_Data_to_SQuADDS.html)
+
+For any questions or further information, contact [Sadman Ahmed Shanto](mailto:shanto@usc.edu).