229 citations · 321 across the 9 of their papers we have counts for
9 papers
Nonstabilizerness Estimation using Graph Neural Networks
Vincenzo Lipardi, Domenica Dibenedetto, Georgios Stamoulis +2
This article proposes a Graph Neural Network (GNN) approach to estimate nonstabilizerness in quantum circuits, measured by the stabilizer Rényi entropy (SRE). Nonstabilizerness is…
Quantum Checkers: The Development and Analysis of a Quantum Combinatorial Game
Marien Raat, Luuk van den Nouweland, Matthias Müller-Brockhausen +2
This paper develops and analyses a novel quantum combinatorial game: quantum checkers (codenamed Cheqqers). The concepts of superposition, entanglement, measurements and interferen…
Optimising entanglement distribution policies under classical communication constraints assisted by reinforcement learning
Jan Li, Tim Coopmans, Patrick Emonts +3
Quantum repeaters play a crucial role in the effective distribution of entanglement over long distances. The nearest-future type of quantum repeater requires two operations: entang…
Automated in situ optimization and disorder mitigation in a quantum device
Jacob Benestad, Torbjørn Rasmussen, Bertram Brovang +9
We investigate automated in situ optimization of the potential landscape in a quantum point contact device, using a gate array patterned atop the constriction. Optimiz…
Self-supervised learning for denoising quasiparticle interference data
Ilse S. Kuijf, Willem O. Tromp, Tjerk Benschop +4
Tunneling spectroscopy is an important tool for the study of both real-space and momentum-space electronic structure of correlated electron systems. However, such measurements ofte…
Reusability Report: Comparing gradient descent and monte carlo tree search optimization of quantum annealing schedules
Matteo M. Wauters, Evert van Nieuwenburg
We provide a reusability report of the method presented by Chen et al. in "Optimizing quantum annealing schedules with Monte Carlo tree search enhanced with neural networks" and ad…
Reinforcement Learning Decoders for Fault-Tolerant Quantum Computation
Ryan Sweke, Markus S. Kesselring, Evert P. L. van Nieuwenburg +1
Topological error correcting codes, and particularly the surface code, currently provide the most feasible roadmap towards large-scale fault-tolerant quantum computation. As such,…
From Bloch Oscillations to Many Body Localization in Clean Interacting Systems
Evert P. L. van Nieuwenburg, Yuval Baum, Gil Refael
In this work we demonstrate that non-random mechanisms that lead to single-particle localization may also lead to many-body localization, even in the absence of disorder. In partic…
From Dynamical Localization to Bunching in interacting Floquet Systems
Yuval Baum, Evert P. L. van Nieuwenburg, Gil Refael
We show that a quantum many-body system may be controlled by means of Floquet engineering, i.e., their properties may be controlled and manipulated by employing periodic driving. W…