Quantum Brain

Papers

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

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31,714

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15,755 papers in 12 months (-37% vs prior quarter)

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31,714 papers found

Quantum geometric machine learning for quantum circuits and control

Elija Perrier, D. Tao, C. Ferrie·Jun 19, 2020

The application of machine learning techniques to solve problems in quantum control together with established geometric methods for solving optimisation problems leads naturally to an exploration of how machine learning approaches can be used to enha...

PhysicsComputer ScienceMathematics

Shallow-circuit variational quantum eigensolver based on symmetry-inspired Hilbert space partitioning for quantum chemical calculations

Feng Zhang, N. Gomes, Noah F. Berthusen +4 more·Jun 19, 2020

Development of resource-friendly quantum algorithms remains highly desirable for noisy intermediate-scale quantum computing. Based on the variational quantum eigensolver (VQE) with unitary coupled cluster ansatz, we demonstrate that partitioning of t...

Physics

Process tomography of robust dynamical decoupling with superconducting qubits

A. M. Souza·Jun 18, 2020

Dynamical decoupling is a technique that protects qubits against noise. The ability to preserve quantum coherence in the presence of noise is essential for developing quantum devices. Here, the Rigetti quantum computing platform was used to test diff...

Computer SciencePhysics

Demonstration of an All-Microwave Controlled-Phase Gate between Far-Detuned Qubits

Sebastian Krinner, P. Kurpiers, B. Royer +9 more·Jun 18, 2020

A challenge in building large-scale superconducting quantum processors is to find the right balance between coherence, qubit addressability, qubit-qubit coupling strength, circuit complexity and the number of required control lines. Leading all-micro...

Physics

Canonical Construction of Quantum Oracles

Austin Gilliam, Marco Pistoia, Constantin Gonciulea·Jun 18, 2020

Selecting a set of basis states is a common task in quantum computing, in order to increase and/or evaluate their probabilities. This is similar to designing WHERE clauses in classical database queries. Even though one can find heuristic methods to a...

PhysicsComputer Science

Quantum algorithm for training nonlinear SVMs in almost linear time

J. Allcock, Chang-Yu Hsieh·Jun 18, 2020

We propose a quantum algorithm for training nonlinear support vector machines (SVM) for feature space learning where classical input data is encoded in the amplitudes of quantum states. Based on the classical algorithm of Joachims, our algorithm has ...

PhysicsComputer ScienceMathematics

Superconducting quantum computing: a review

Heliang Huang, Dachao Wu, D. Fan +1 more·Jun 18, 2020

Over the last two decades, tremendous advances have been made for constructing large-scale quantum computers. In particular, quantum computing platforms based on superconducting qubits have become the leading candidate for scalable quantum processor ...

Computer SciencePhysics

Entanglement transition in the projective transverse field Ising model

Nicolai Lang, H. Büchler·Jun 17, 2020

Discrete quantum trajectories of systems under random unitary gates and projective measurements have been shown to feature transitions in the entanglement scaling that are not encoded in the density matrix. In this paper, we study the projective tran...

Physics

Probabilistic nonunitary gate in imaginary time evolution

Tongqi Liu, Jin-Guo Liu, H. Fan·Jun 17, 2020

Simulation of quantum materials is a significant application of quantum computers. In contrast with the unitary operation which can be realized naturally on a quantum computer, the implementation of nonunitary operation, widely used in classical appr...

PhysicsComputer Science

What are the prospects of using Grover's search in NISQ era?

Yulun Wang, P. Krstic·Jun 17, 2020

In order to understand the bounds of utilization of the Grover's search algorithm for the large unstructured data in presence of the quantum computer noise, we undertake a series of simulations by inflicting various types of noise, modelled by the IB...

PhysicsComputer Science

Accelerated variational algorithms for digital quantum simulation of many-body ground states

Chufan Lyu, V. Montenegro, A. Bayat·Jun 16, 2020

One of the key applications for the emerging quantum simulators is to emulate the ground state of many-body systems, as it is of great interest in various fields from condensed matter physics to material science. Traditionally, in an analog sense, ad...

Computer SciencePhysics

Fast correlated-photon imaging enhanced by deep learning

Zhanming Li, Shi-Bao Wu, Jun Gao +5 more·Jun 16, 2020

Correlated photon pairs, carrying strong quantum correlations, have been harnessed to bring quantum advantages to various fields from biological imaging to range finding. Such inherent non-classical properties support extracting more valid signals to...

Computer SciencePhysicsEngineering

Nonadiabatic Molecular Quantum Dynamics with Quantum Computers.

Pauline J. Ollitrault, G. Mazzola, I. Tavernelli·Jun 16, 2020

The theoretical investigation of nonadiabatic processes is hampered by the complexity of the coupled electron-nuclear dynamics beyond the Born-Oppenheimer approximation. Classically, the simulation of such reactions is limited by the unfavorable scal...

PhysicsMedicine

Quantum simulation and circuit design for solving multidimensional Poisson equations

M. Holzmann, H. Koestler·Jun 16, 2020

Many methods solve Poisson equations by using grid techniques which discretize the problem in each dimension. Most of these algorithms are subject to the curse of dimensionality, so that they need exponential runtime. In the paper "Quantum algorithm ...

Computer SciencePhysics

QED driven QAOA for network-flow optimization

Yuxuan Zhang, Ruizhe Zhang, A. Potter·Jun 16, 2020

We present a general framework for modifying quantum approximate optimization algorithms (QAOA) to solve constrained network flow problems. By exploiting an analogy between flow-constraints and Gauss' law for electromagnetism, we design lattice quant...

Computer SciencePhysics

Three-state quantum walk on the Cayley Graph of the Dihedral Group

Y. Liu, Jiabin Yuan, Wenjing Dai +1 more·Jun 16, 2020

The finite dihedral group generated by one rotation and one reflection is the simplest case of the non-abelian group. Cayley graphs are diagrammatic counterparts of groups. In this paper, much attention is given to the Cayley graph of the dihedral gr...

PhysicsMathematicsComputer Science

Voltage-Tunable Superconducting Resonators: A Platform for Random Access Quantum Memory

K. Sardashti, M. Dartiailh, Joseph O. Yuan +3 more·Jun 15, 2020

In computing architectures, one important factor is the tradeoff between the need to couple bits of information (quantum or classical) to each other and to an external drive and the need to isolate them well enough in order to protect the information...

PhysicsComputer Science

A dissymmetric [Gd2] coordination molecular dimer hosting six addressable spin qubits

F. Luis, P. Alonso, O. Roubeau +6 more·Jun 15, 2020

Artificial magnetic molecules can host several spin qubits, which could then implement small-scale algorithms. In order to become of practical use, such molecular spin processors need to increase the available computational space and warrant universa...

MedicinePhysics

Resource-Efficient Quantum Computing by Breaking Abstractions

Yunong Shi, P. Gokhale, Prakash Murali +11 more·Jun 15, 2020

Building a quantum computer that surpasses the computational power of its classical counterpart is a great engineering challenge. Quantum software optimizations can provide an accelerated pathway to the first generation of quantum computing (QC) appl...

Computer SciencePhysicsEngineering

Blind quantum computation for a user who only performs single-qubit gates

Qin Li, Chengdong Liu, Yu Peng +2 more·Jun 14, 2020

Blind quantum computation (BQC) allows a user who has limited quantum capability to complete a quantum computational task with the aid of a remote quantum server, such that the user's input, output, and even the algorithm can be kept hidden from the ...

Computer SciencePhysics
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