Key Encapsulation

https://en.wikipedia.org/wiki/Key_encapsulation_mechanism https://billatnapier.medium.com/the-beauty-of-public-key-encryption-with-key-encapsulation-hpke-caf28568bbed https://blog.cloudflare.com/post-quantum-key-encapsulation

Quantum Communication Protocols

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

Quantum Noise

https://github.com/qiskit-community/qgss-2025/blob/main/lab-2/Lab2.ipynb Accessing device properties Qiskit https://quantum.cloud.ibm.com/docs/en/guides/get-qpu-information

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

IBM Quantum Platorm – Upgraded

https://www.ibm.com/quantum/blog/iqp-upgrade https://quantum.cloud.ibm.com/docs/en/migration-guides/classic-iqp-to-cloud-iqp New version of IBM Quantum Platformhttps://quantum.cloud.ibm.com/ https://quantum.cloud.ibm.com/docs/en/guides/cloud-setup Major Differences:https://quantum.cloud.ibm.com/docs/en/migration-guides/classic-iqp-to-cloud-iqp#major-differences

Calculus – The Derivative

Suppose function $latex y = f(x)$, then the derivative of the function can be denoted as: $latex f'(x), \frac{dy}{dx}, y’ or \frac{d}{dx}(f(x))$ BUT what does that mean actually? Derivative of a function? https://math.libretexts.org/Bookshelves/Calculus/Calculus_(OpenStax)/03%3A_Derivatives/3.02%3A_The_Derivative_as_a_Function

Optimization

Rosenbrock Function $latex f(x,y) = (1-x)^2 + 100(y-x^2)^2$ https://docs.scipy.org/doc/scipy/tutorial/optimize.html
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