Quantum Brain

Papers

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

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31,611 papers found

Quantum Computation of Fluid Dynamics

Sachin S. Bharadwaj, K. Sreenivasan·Jul 17, 2020

Studies of strongly nonlinear dynamical systems such as turbulent flows call for superior computational prowess. With the advent of quantum computing, a plethora of quantum algorithms have demonstrated, both theoretically and experimentally, more pow...

Computer SciencePhysics

Optimal universal quantum error correction via bounded reference frames

Yuxiang Yang, Y. Mo, J. Renes +2 more·Jul 17, 2020

Error correcting codes with a universal set of transversal gates are a desideratum for quantum computing. Such codes, however, are ruled out by the Eastin-Knill theorem. Moreover, the theorem also rules out codes which are covariant with respect to t...

PhysicsMathematics

Abelian topological order of ν=2/5 and 3/7 fractional quantum Hall states in lattice models

Bartholomew Andrews, M. Mohan, T. Neupert·Jul 17, 2020

Determining the statistics of elementary excitations supported by fractional quantum Hall states is crucial to understanding their properties and potential applications. In this paper, we use the topological entanglement entropy as an indicator of Ab...

Physics

High-fidelity two-qubit gates in silicon above one Kelvin.

L. Petit, M. Russ, H. Eenink +4 more·Jul 17, 2020

Spin qubits in quantum dots define an attractive platform for scalable quantum information because of their compatibility with semiconductor manufacturing, their long coherence times, and the ability to operate at temperatures exceeding one Kelvin. Q...

Physics

A non-algorithmic approach to “programming” quantum computers via machine learning

Nathan L. Thompson, J. Steck, E. Behrman·Jul 16, 2020

Major obstacles remain to the implementation of macroscopic quantum computing: hardware problems of noise, decoherence, and scaling; software problems of error correction; and, most important, algorithm construction. Finding truly quantum algorithms ...

Computer SciencePhysics

Achieving fair sampling in quantum annealing

Vaibhaw Kumar, Casey Tomlin, C. Nehrkorn +2 more·Jul 16, 2020

Sampling all ground states of a Hamiltonian with equal probability is a desired feature of a sampling algorithm, but recent studies indicate that common variants of transverse field quantum annealing sample the ground state subspace unfairly. In this...

Physics

Quantum algorithms for graph problems with cut queries

Troy Lee, M. Santha, Shengyu Zhang·Jul 16, 2020

Let $G$ be an $n$-vertex graph with $m$ edges. When asked a subset $S$ of vertices, a cut query on $G$ returns the number of edges of $G$ that have exactly one endpoint in $S$. We show that there is a bounded-error quantum algorithm that determines a...

Computer SciencePhysicsMathematics

Experimental implementation of non-Clifford interleaved randomized benchmarking with a controlled- S gate

Shelly Garion, Naoki Kanazawa, H. Landa +4 more·Jul 16, 2020

Hardware efficient transpilation of quantum circuits to a quantum devices native gateset is essential for the execution of quantum algorithms on noisy quantum computers. Typical quantum devices utilize a gateset with a single two-qubit Clifford entan...

Computer SciencePhysics

Electrical control of coherent spin rotation of a single-spin qubit

Xiaoche Wang, Yuxuan Xiao, Chuanpu Liu +7 more·Jul 15, 2020

Nitrogen vacancy (NV) centers, optically active atomic defects in diamond, have attracted tremendous interest for quantum sensing, network, and computing applications due to their excellent quantum coherence and remarkable versatility in a real, ambi...

Physics

Fast Estimation of Sparse Quantum Noise

R. Harper, Wenjun Yu, S. Flammia·Jul 15, 2020

As quantum computers approach the fault tolerance threshold, diagnosing and characterizing the noise on large scale quantum devices is increasingly important. One of the most important classes of noise channels is the class of Pauli channels, for rea...

Computer SciencePhysics

Compilation of Fault-Tolerant Quantum Heuristics for Combinatorial Optimization

Y. Sanders, D. Berry, Pedro C. S. Costa +5 more·Jul 14, 2020

Here we explore which heuristic quantum algorithms for combinatorial optimization might be most practical to try out on a small fault-tolerant quantum computer. We compile circuits for several variants of quantum accelerated simulated annealing inclu...

PhysicsComputer Science

Emergent entanglement structures and self-similarity in quantum spin chains

Boris Sokolov, M. Rossi, Guillermo García-Pérez +1 more·Jul 14, 2020

We introduce an experimentally accessible network representation for many-body quantum states based on entanglement between all pairs of its constituents. We illustrate the power of this representation by applying it to a paradigmatic spin chain mode...

PhysicsMedicine

Quantum exploration algorithms for multi-armed bandits

Daochen Wang, Xuchen You, Tongyang Li +1 more·Jul 14, 2020

Identifying the best arm of a multi-armed bandit is a central problem in bandit optimization. We study a quantum computational version of this problem with coherent oracle access to states encoding the reward probabilities of each arm as quantum ampl...

PhysicsComputer ScienceMathematics

Emulating Quantum Circuits With Generalized Ising Machines

S. Chowdhury, Kerem Y Çamsarı, S. Datta·Jul 14, 2020

The primary objective of this paper is to present an exact and general procedure for mapping any sequence of quantum gates onto a network of probabilistic p-bits which can take on one of two values 0 and 1. The first <inline-formula> <tex-math notati...

Computer ScienceMathematicsPhysics

Comparison of dielectric loss in titanium nitride and aluminum superconducting resonators

A. Melville, G. Calusine, W. Woods +8 more·Jul 14, 2020

Lossy dielectrics are a significant source of decoherence in superconducting quantum circuits. In this report, we model and compare the dielectric loss in bulk and interfacial dielectrics in titanium nitride (TiN) and aluminum (Al) superconducting co...

Materials SciencePhysics

A Quantum Graph Neural Network Approach to Particle Track Reconstruction

Cenk Tuysuz, F. Carminati, B. Demirkoz +6 more·Jul 14, 2020

Unprecedented increase of complexity and scale of data is expected in computation necessary for the tracking detectors of the High Luminosity Large Hadron Collider (HL-LHC) experiments. While currently used Kalman filter based algorithms are reaching...

PhysicsComputer Science

Dementia Prediction Applying Variational Quantum Classifier

Daniel Sierra-Sosa, Juan D. Arcila-Moreno, B. Garcia-Zapirain +2 more·Jul 14, 2020

Dementia is the fifth cause of death worldwide with 10 million new cases every year. Healthcare applications using machine learning techniques have almost reached the physical limits while more data is becoming available resulting from the increasing...

PhysicsComputer Science

Hybrid divide-and-conquer approach for tree search algorithms

Mathys Rennela, Sebastiaan Brand, A. Laarman +1 more·Jul 14, 2020

One of the challenges of quantum computers in the near- and mid- term is the limited number of qubits we can use for computations. Finding methods that achieve useful quantum improvements under size limitations is thus a key question in the field. In...

PhysicsComputer Science

Benchmarking 16-element quantum search algorithms on IBM quantum processors

Jan Gwinner, Marcin Bria'nski, W. Burkot +2 more·Jul 13, 2020

We present experimental results on running 4-qubit unstructured search on IBM quantum processors. Our best attempt attained probability of success around 24.5%. We try several algorithms and use the most recent developments in quantum search to reduc...

Computer SciencePhysics

Quantum Key Distribution Over Quantum Repeaters with Encoding: Using Error Detection as an Effective Postselection Tool

Yumang Jing, D. Alsina, M. Razavi·Jul 13, 2020

We propose a post-selection technique, based on quantum error detection, for quantum key distribution (QKD) systems that run over quantum repeaters with encoding. In such repeaters, quantum error correction techniques are used for entanglement distil...

Computer SciencePhysics
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