Quantum Brain

Papers

Live trends in quantum computing research, updated daily from arXiv.

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31,714

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15,734 papers in 12 months (-37% vs prior quarter)

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Qubit Platforms

Hardware platform mentions in abstractsPhotonic leads

31,714 papers found

Improvements in Quantum SDP-Solving with Applications

Joran van Apeldoorn, András Gilyén·Apr 13, 2018

Following the first paper on quantum algorithms for SDP-solving by Brand\~ao and Svore in 2016, rapid developments has been made on quantum optimization algorithms. Recently Brand\~ao et al. improved the quantum SDP-solver in the so-called quantum st...

PhysicsMathematicsComputer Science

Efficient Algorithms for Tensor Scaling, Quantum Marginals, and Moment Polytopes

Peter Bürgisser, Cole Franks, A. Garg +3 more·Apr 12, 2018

We present a polynomial time algorithm to approximately scale tensors of any format to arbitrary prescribed marginals (whenever possible). This unifies and generalizes a sequence of past works on matrix, operator and tensor scaling. Our algorithm pro...

Computer ScienceMathematicsPhysics

Two-mode squeezing operator in circuit QED

E. C. Diniz, D. Z. Rossatto, C. Villas-Bôas·Apr 12, 2018

We theoretically investigate the implementation of the two-mode squeezing operator in circuit quantum electrodynamics. Inspired by a previous scheme for optical cavities (Prado et al. in Phys Rev A 73:043803, 2006), we employ a superconducting qubit ...

PhysicsMathematicsComputer Science

Tracking quantum error correction

Kosuke Fukui, A. Tomita, A. Okamoto·Apr 11, 2018

To implement fault-tolerant quantum computation with continuous variables, the Gottesman--Kitaev--Preskill (GKP) qubit has been recognized as an important technological element. We have proposed a method to reduce the required squeezing level to real...

PhysicsMathematics

Time evolution of an infinite projected entangled pair state: An algorithm from first principles

Piotr Czarnik, J. Dziarmaga·Apr 11, 2018

A typical quantum state obeying the area law for entanglement on an infinite 2D lattice can be represented by a tensor network ansatz -- known as an infinite projected entangled pair state (iPEPS) -- with a finite bond dimension $D$. Its real/imagina...

Physics

Differentiable Learning of Quantum Circuit Born Machine

Jin-Guo Liu, Lei Wang·Apr 11, 2018

Quantum circuit Born machines are generative models which represent the probability distribution of classical dataset as quantum pure states. Computational complexity considerations of the quantum sampling problem suggest that the quantum circuits ex...

MathematicsComputer SciencePhysics

Quantum Algorithm Implementations for Beginners

Patrick J. Coles, S. Eidenbenz, S. Pakin +29 more·Apr 10, 2018

As quantum computers become available to the general public, the need has arisen to train a cohort of quantum programmers, many of whom have been developing classical computer programs for most of their careers. While currently available quantum comp...

Computer SciencePhysics

Hierarchical quantum classifiers

Edward Grant, Marcello Benedetti, Shuxiang Cao +5 more·Apr 10, 2018

Quantum circuits with hierarchical structure have been used to perform binary classification of classical data encoded in a quantum state. We demonstrate that more expressive circuits in the same family achieve better accuracy and can be used to clas...

Computer SciencePhysics

Quantum Trajectory Distribution for Weak Measurement of a Superconducting Qubit: Experiment meets Theory

Parveen Kumar, S. Kundu, M. Chand +2 more·Apr 10, 2018

Quantum measurements are described as instantaneous projections in textbooks. They can be stretched out in time using weak measurements, whereby one can observe the evolution of a quantum state as it heads towards one of the eigenstates of the measur...

MathematicsPhysics

Coupling a Superconducting Quantum Circuit to a Phononic Crystal Defect Cavity

Patricio Arrangoiz-Arriola, E. Alex Wollack, M. Pechal +3 more·Apr 10, 2018

Connecting nanoscale mechanical resonators to microwave quantum circuits opens new avenues for storing, processing, and transmitting quantum information. In this work, we couple a phononic crystal cavity to a tunable superconducting quantum circuit. ...

PhysicsMaterials ScienceMathematics

Neural network decoder for topological color codes with circuit level noise

P. Baireuther, M. D. Caio, B. Criger +2 more·Apr 9, 2018

A quantum computer needs the assistance of a classical algorithm to detect and identify errors that affect encoded quantum information. At this interface of classical and quantum computing the technique of machine learning has appeared as a way to ta...

PhysicsComputer Science

High-Speed Implementation of Length-Compatible Privacy Amplification in Continuous-Variable Quantum Key Distribution

Xiangyu Wang, Yichen Zhang, Song Yu +1 more·Apr 9, 2018

Privacy amplification is an indispensable step in postprocessing of continuous-variable quantum key distribution (CV-QKD), which is used to distill unconditional secure keys from identical corrected keys between two distant legal parties. The process...

Computer SciencePhysics

Variational ansatz-based quantum simulation of imaginary time evolution

Sam McArdle, Tyson Jones, Suguru Endo +3 more·Apr 9, 2018

Imaginary time evolution is a powerful tool for studying quantum systems. While it is possible to simulate with a classical computer, the time and memory requirements generally scale exponentially with the system size. Conversely, quantum computers c...

PhysicsMathematicsComputer Science

Decrease of Fisher information and the information geometry of evolution equations for quantum mechanical probability amplitudes.

C. Cafaro, P. Alsing·Apr 9, 2018

The relevance of the concept of Fisher information is increasing in both statistical physics and quantum computing. From a statistical mechanical standpoint, the application of Fisher information in the kinetic theory of gases is characterized by its...

MathematicsMedicinePhysics

Josephson currents in chaotic quantum dots

C. Whisler, M. Vavilov, A. Levchenko·Apr 9, 2018

We study theoretically the Josephson current-phase relationship in a chaotic quantum dot coupled to superconductors by ballistic contacts. In this regime, strong proximity effect induces superconductivity in the quantum dot that leads to a significan...

Physics

Single Electron Transport and Possible Quantum Computing in 2D Materials

K. Chiu·Apr 9, 2018

Two-dimensional (2D) materials for their versatile band structures and strictly 2D nature have attracted considerable attention over the past decade. Graphene is a robust material for spintronics owing to its weak spin-orbit and hyperfine interaction...

Physics

Strawberry Fields: A Software Platform for Photonic Quantum Computing

N. Killoran, J. Izaac, N. Quesada +3 more·Apr 9, 2018

We introduce Strawberry Fields, an open-source quantum programming architecture for light-based quantum computers, and detail its key features. Built in Python, Strawberry Fields is a full-stack library for design, simulation, optimization, and quant...

PhysicsMathematicsComputer Science

Majorana bound state engineering via efficient real-space parameter optimization (Conference Presentation)

S. Boutin, J. C. Lemyre, I. Garate·Apr 9, 2018

Recent progress toward the fabrication of Majorana-based qubits has sparked the need for systematic approaches to optimize experimentally relevant parameters for the realization of robust Majorana bound states. Here, we introduce an efficient numeric...

Physics

Sublinear-Time Quantum Computation of the Diameter in CONGEST Networks

F. Gall, F. Magniez·Apr 9, 2018

The computation of the diameter is one of the most central problems in distributed computation. In the standard CONGEST model, in which two adjacent nodes can exchange O(log n) bits per round (here n denotes the number of nodes of the network), it is...

Computer SciencePhysics

Quantum Machine Learning Matrix Product States

J. Biamonte·Apr 6, 2018

Matrix product states minimize bipartite correlations to compress the classical data representing quantum states. Matrix product state algorithms and similar tools---called tensor network methods---form the backbone of modern numerical methods used t...

MathematicsPhysicsComputer Science
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