Search Results for author: Evert P. L. van Nieuwenburg

Found 2 papers, 1 papers with code

Integrating Neural Networks with a Quantum Simulator for State Reconstruction

no code implementations • 17 Apr 2019 • Giacomo Torlai, Brian Timar, Evert P. L. van Nieuwenburg, Harry Levine, Ahmed Omran, Alexander Keesling, Hannes Bernien, Markus Greiner, Vladan Vuletić, Mikhail D. Lukin, Roger G. Melko, Manuel Endres

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.

Quantum Physics Quantum Gases

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Reinforcement Learning Decoders for Fault-Tolerant Quantum Computation

1 code implementation • 16 Oct 2018 • Ryan Sweke, Markus S. Kesselring, Evert P. L. van Nieuwenburg, Jens Eisert

Topological error correcting codes, and particularly the surface code, currently provide the most feasible roadmap towards large-scale fault-tolerant quantum computation.

reinforcement-learning Reinforcement Learning (RL)

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