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2024

Project Qoconut

A comparison of quantum and pseudorandom bit strings using IBM hardware, noise simulation, and an ensemble classifier.

Project Qoconut presentation comparing a quantum random number circuit with quantum and pseudorandom bit distributions
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Created for the SC Quantathon 2024 DoraHacks challenge, Project Qoconut builds Hadamard-gate circuits in Qiskit, runs them in Aer and on IBM Brisbane, and compares the resulting bit strings with NumPy-generated samples.

A separate notebook models readout and thermal-relaxation noise with fake IBM backends. The machine-learning pipeline combines a one-dimensional CNN and Random Forest, then feeds both predictions into a Logistic Regression meta-learner.

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