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Quantum Computing Course

First offered in Fall 2023, U of Tennessee at Chattanooga

Video lecture

https://youtube.com/playlist?list=PLo62Vf9IYqhosCIlWLtV15hb3rUUwAcpX&feature=shared

IBM Quantum Learning

https://learning.quantum-computing.ibm.com/

IBM Quantum Composer

https://learning.quantum-computing.ibm.com/tutorial/composer-user-guide

IBM Quantum Lab

https://lab.quantum-computing.ibm.com/user/5f848abaff5562001ae12c12/lab

IBM Quantum Platform

https://quantum-computing.ibm.com/

IBM Quantum Courses

Single systems, multiple systems, quantuam circuits, entanglement.

Deutsch's Algorithm, IBM tutorial

Deutsch Jozsa problem

Grover's algorithm

Shor's algorithm

Selected papers for reading

Quantum gene regulatory networks https://www.nature.com/articles/s41534-023-00740-6

Equivariant quantum circuits for learning on weighted graphs https://www.nature.com/articles/s41534-023-00710-y

A machine learning approach to Bayesian parameter estimation https://www.nature.com/articles/s41534-021-00497-w

Α Quantum Pattern Recognition Method for Improving Pairwise Sequence Alignment https://www.nature.com/articles/s41598-019-43697-3#:~:text=The%20alignment%20process%20rearranges%20sequences,to%20achieve%20the%20optimal%20matching.

A biological sequence comparison algorithm using quantum computers https://www.nature.com/articles/s41598-023-41086-5

Quantum Finite Automa Introduction: https://arxiv.org/abs/1406.4048

A Quantum Finite Automata Approach to Modeling the Chemical Reactions https://www.frontiersin.org/articles/10.3389/fphy.2020.547370/full

Quantum machine learning and case studies https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955545/

Cross-Layer Device Authentication With Quantum Encryption for 5G Enabled IIoT in Industry 4.0 https://ieeexplore.ieee.org/abstract/document/9625846?casa_token=UEiNy5BRg6IAAAAA:urcSV9-Ynn_mMn_2Y7NtP_7ux1U2_MiWsQJcSd8AoMYy3CdYCeb0tvcli85Ob4qoU1Qjn9Io9w

Taking advantage of noise in quantum reservoir computing https://www.nature.com/articles/s41598-023-35461-5

Efficient noise mitigation technique for quantum computing https://www.nature.com/articles/s41598-023-30510-5

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