Solving combinatorial optimization problems efficiently is a major stake in the industry. Thanks to the power of quantum computing, it is nowadays possible to prepare, with implementation on small datasets, the quantum machine learning algorithms that will solve these problems for the next generations of quantum computers.

January 20, 2021


1. Quantum computing for finance: overview and prospects-Roman  Or us, Samuel Mugel and Enrique Lizaso Overview and prospects (

2. Quantum amplitude estimation algorithms on IBM quantum devices - Pooja Raoa , Kwangmin Yub,*, Hyunkyung Limc , Dasol Jinc , and Deokkyu Choid

3. Grover's Search Algorithm- Wikipedia

4. Quantum Finance: Credit Risk Analysis with QAE Alice liu

December 18, 2020

4     References

1.      IBM Qiskit Textbook on Shor's Algorithm

2.      How Quantum Computers Break Encryption -- Shor's Algorithm Explained

3.      S. Beauregard (2003), Circuit for Shor's algorithm using 2n+3 qubits. Also on quant-ph/0205095

4.      M. Nielsen and I. Chuang (2010), Quantum Computation and Quantum Information

5.      VQE for TSP

November 25, 2020

The Quantum Prince in the Kingdom of Finance