Quantum Computing

https://quantum.cloud.ibm.com/learning/en/courses/utility-scale-quantum-computing/teleportation How to send quantum state from Alice to Bob? Protocol: https://quantum.cloud.ibm.com/learning/en/courses/basics-of-quantum-information/entanglement-in-action/introduction https://quantum.microsoft.com/en-us/insights/education/concepts/quantum-teleportation

Resources: https://github.com/Qiskit/textbook/blob/main/notebooks/ch-algorithms/teleportation.ipynb https://quantum.cloud.ibm.com/learning/en/courses/basics-of-quantum-information/entanglement-in-action/quantum-teleportation https://quantum.cloud.ibm.com/learning/images/courses/basics-of-quantum-information/entanglement-in-action/teleportation.svg https://quantum.cloud.ibm.com/learning/images/courses/basics-of-quantum-information/entanglement-in-action/teleportation-time-steps.svg https://quantum.cloud.ibm.com/docs/en/guides/classical-feedforward-and-control-flow https://journals.aps.org/prxquantum/abstract/10.1103/PRXQuantum.5.030339 https://github.com/qiskit-community/ibm-quantum-challenge-spring-2023/blob/main/content/lab_2/lab2.ipynb https://quantum.cloud.ibm.com/learning/en/modules/computer-science/quantum-teleportation

Quantum Circuit: Observables: In quantum physics, physical properties/quantity that can be measured. eg. system’s energy, alignment of spins (for a system of spins)http://docs.quantum.ibm.com/guides/specify-observables-paulihttps://en.wikipedia.org/wiki/Observablehttps://www.quantiki.org/wiki/observables-and-measurementshttps://jonathan-hui.medium.com/qc-observable-8a44d10c3f7a EigenValues and EigenVectors: https://www.youtube.com/watch?v=PFDu9oVAE-g&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_abLinear Algebra – https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab Quantum State: Expectation Values: Expected value of the meaurement or result of an experiment; average of all possible results. https://www.youtube.com/watch?v=8VgBPEcZ_X0https://phys.libretexts.org/Bookshelves/Quantum_Mechanics/Essential_Graduate_Physics_-Quantum_Mechanics(Likharev)/04%3A_Bra-ket_Formalism/4.05%3A_Observables-_Expectation_Values_and_Uncertainties Measuring expectation Values: Unitary Gate: ... Read More

Quantum Circuit Learning [1]: Hybrid Framework for machine learning with low-depth quantum circuit. QCL takes input data, iteratively tunes circuit parameters and gives desired output by utilizing gradient-based optimization of parameters similar to backpropagation method. Unitary Gate: Reversible transformations on quantum states; building blocks of quantum circuit; [1] K. Mitarai, M. Negoro, M. Kitagawa, and ... Read More

Notes from https://learn.qiskit.org/course/introduction/describing-quantum-computers Amplitudes – Different from classical probability since it also has direction.– Represented by Complex Number State Vectors – Vectors that describe the state of qubits Vector multiplication and addition to representing Superposition

https://www.tensorflow.org/quantum https://www.tensorflow.org/quantum/tutorials/hello_many_worlds https://www.tensorflow.org/quantum/overview https://medium.com/@mahamshafiq98/quantum-machine-learning-hybrid-quantum-classical-machine-learning-with-pytorch-and-qiskit-d03da758d58b

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