Resources and References

Resources

• D-Wave Docs (quantum annealing)
• Variational Quantum Eigensolver (VQE)
• VQE Tutorial - PennyLane AI
• Quantum Approximate Optimization Algorithm (QAOA)
• IBM - Quantum Experience
• QOSF Mentorship Program
• PennyLane AI
• Google/Cirq - Learn Cirq
• IBM/Qiskit - Learn Qiskit
• Microsoft Azure Quantum and Q#
• IBM Certified Associate Developer - Quantum Computation using Qiskit v0.2X
• QWorld

References and acknowledgments

• Kopczyk, D. (2018, April 25). Quantum machine learning for data scientists. https://arxiv.org/abs/1804.10068

• Abbas, A., Sutter, D., Zoufal, C., & Lucchi, A. (2020, October 30). The power of quantum neural networks. arXiv. https://arxiv.org/abs/2011.00027

• Arute, F., & Arya, K. (2019, October 23). Quantum supremacy using a programmable superconducting processor. Nature, 574, 505-510. https://www.nature.com/articles/s41586-019-1666-5

• Bacciagaluppi, G. (2020). The Role of Decoherence in Quantum Mechanics. Stanford Encyclopedia of Philosophy. https://plato.stanford.edu/entries/qm-decoherence/

• Qiskit/IBM. (n.d.) Qiskit Documentation. https://qiskit.org/textbook/

• Srinivasan, K., Satyajit, S., & Behera, B. K. (2018, May 28). Efficient quantum algorithm for solving travelling salesman problem: An IBM quantum experience. arXiv. https://arxiv.org/abs/1805.10928

• Vos, J. (n.d.). All About Hadamard Gates. Manning. https://freecontent.manning.com/all-about-hadamard-gates/

• Wilczek, F. (2016, January 5). Your Simple (Yes, Simple) Guide to Quantum Entanglement. Wired. https://www.wired.com/2016/05/simple-yes-simple-guide-quantum-entanglement/

• Qiskit Global Summer School 2020 (2020, July). Introduction to Quantum Computing and Quantum Hardware. https://qiskit.org/learn/intro-qc-qh/

• QubitxQubit. Introduction to Quantum Computing. (n.d.) (2021) https://www.ibm.com/blogs/research/2020/10/quantum-coding-school/

• Faryad, M. Quantum Computation and Quantum Information (2021). https://sbasse.lums.edu.pk/node/8983

• Fawaz, A. (2021, January), The Gradient. “Knocking on Turing’s door: Quantum Computing and Machine Learning”. https://thegradient.pub/knocking-on-turings-door-quantum-computing-and-machine-learning/

• Nielsen, M., Matuschak, A., Quantum computing for the very curious (2019, March). https://quantum.country/qcvc

• Nielsen, M., Matuschak, A. (2019, March), How the quantum search algorithm works. https://quantum.country/search

• Cirq/Google Quantum AI (n.d.). Tutorials and References. https://quantumai.google/cirq/tutorials