Symmetry Groups of the Platonic Solid POVMs: Binary Polyhedral Groups as Quantum Circuits
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Sep 9, 2026 - HTML
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classical-shadows
Here are 5 public repositories matching this topic...
This project implements a machine learning model capable of reconstructing a quantum density matrix ρ from measurement data (Classical Shadows). The model enforces strict physical constraints (Hermitian, Positive Semi-Definite, Unit Trace) using a Cholesky decomposition approach.
deep-learning neural-network pytorch transformer quantum-computing qiskit cholesky-decomposition quantum-state-tomography quantum-information-theory density-matrix quantum-state-reconstruction shadow-tomography classical-shadows machine-learning-physics quantum-fidelity
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Jan 15, 2026 - Jupyter Notebook
Machine learning pipeline for learning and generating quantum measurement statistics from large-scale physics simulations.
hpc cuda transformers pytorch quantum-computing generative-model gpt quantum-information ai-for-quantum quantum-measurements classical-shadows
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Mar 9, 2026 - Jupyter Notebook
Simulation study (6 qubits, 5 seeds): when does an entanglement-entropy descriptor of landmark distances beat the distances themselves and a fidelity quantum kernel? Snapshot-shot cost, depolarising-noise sweep, ablation, phase diagram.
python benchmarking quantum-machine-learning nisq entanglement-entropy quantum-kernels classical-shadows statevector-simulation
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Oct 31, 2026 - Python
Simulation study: copies needed by the six-copy Bell-difference-sampling stabilizer test under dephasing, depolarising and readout noise. Exact statistics, critical noise vs qubits (3-6), threshold ablation, Pauli-shadow baseline, 5 seeds.
numpy qiskit noise-robustness sample-complexity stabilizer-states classical-shadows bell-sampling quantum-property-testing
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Nov 10, 2026 - Python
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