Machine learning algorithms for many-body quantum systems
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Updated
Nov 15, 2024 - Python
Machine learning algorithms for many-body quantum systems
An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.
🔎 Neural Network Quantum State Tomography (based on https://www.nature.com/articles/s41567-018-0048-5)
AI assisted Quantum technologies
📷 Camera slider and Demo of quantum state tomography using Raspberry Pi and Stepper Motor
Hardware-tailored readout/preparation circuit optimization on small quantum systems.
Efficient quantum state estimation with low-rank matrix completion
Conducted various quantum optics experiments with single photons (working with Physlab, Pakistan. https://physlab.org/) to explore quantum entanglement/nonlocality. Performed two-qubit quantum state tomography utilizing the density matrix formalism.
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