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.

This repository contains the code used in the Quantum State Tomography and Bell Test experiments. The focus of this project is on analyzing and reconstructing quantum states from measurement data, as well as testing the validity of quantum entanglement using Bell's inequality.