Integrating Neural Networks with a Quantum Simulator for State Reconstruction

Integrating Neural Networks with a Quantum Simulator for State Reconstruction

© 2019 American Physical Society. We demonstrate quantum many-body state reconstruction from experimental data generated by a programmable quantum simulator by means of a neural-network model incorporating known experimental errors. Specifically, we extract restricted Boltzmann machine wave function...

Full description

Bibliographic Details
Main Authors: Torlai, Giacomo, Timar, Brian, van Nieuwenburg, Evert PL, Levine, Harry, Omran, Ahmed, Keesling, Alexander, Bernien, Hannes, Greiner, Markus, Vuletić, Vladan, Lukin, Mikhail D, Melko, Roger G, Endres, Manuel
Other Authors: Massachusetts Institute of Technology. Department of Physics
Format: Article
Language:English
Published: American Physical Society (APS) 2021
Online Access:https://hdl.handle.net/1721.1/136583

Similar Items

Similar Items