Quantum Brain

Papers

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

Total Papers

31,274

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1,272

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Research Volume

15,410 papers in 12 months (-6% vs prior quarter)

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Papers by research theme (12 months). Hover for details.

Qubit Platforms

Hardware platform mentions in abstractsPhotonic leads

31,411 papers found

Decoherence mitigation by embedding a logical qubit in a qudit

Hideyuki Miyahara, Yiyou Chen, V. Roychowdhury +1 more·May 1, 2022

Quantum information stored in a qubit is rapidly lost to the environment. The realization of robust qubits is one of the most important challenges in quantum computing. Herein, we propose to embed a logical qubit within the manifold of a qudit as a s...

PhysicsComputer Science

Lifetime-Based Optimization for Simulating Quantum Circuits on a New Sunway Supercomputer

Yaojian Chen, Yong Liu, X. Shi +8 more·May 1, 2022

High-performance classical simulator for quantum circuits, in particular the tensor network contraction algorithm, has become an important tool for the validation of noisy quantum computing. In order to address the memory limitations, the slicing tec...

Computer SciencePhysics

Quantum Approximate Optimization Algorithm with Sparsified Phase Operator

Xiaoyuan Liu, Ruslan Shaydulin, Ilya Safro·Apr 30, 2022

The Quantum Approximate Optimization Algorithm (QAOA) is a promising candidate algorithm for demonstrating quantum advantage in optimization using near-term quantum computers. However, QAOA has high requirements on gate fidelity due to the need to en...

Computer SciencePhysics

A Scalable 5, 6-Qubit Grover's Quantum Search Algorithm

Dinesh Reddy Vemula, Debanjan Konar, Sudeep Satheesan +2 more·Apr 30, 2022

—Recent studies have been spurred on by the promise of advanced quantum computing technology, which has led to the development of quantum computer simulations on classical hardware. Grover’s quantum search algorithm is one of the well-known applicati...

Computer SciencePhysics

Quantum subspace expansion algorithm for Green's functions

François Jamet, Abhishek Agarwal, I. Rungger·Apr 29, 2022

We present an algorithm to compute Green's functions on quantum computers for interacting electron systems, which is a challenging task on conventional computers. It uses a continued fraction representation based on the Lanczos method, where the wave...

Physics

Symbolic Synthesis of Clifford Circuits and Beyond

M. Amy, Owen Bennett-Gibbs, N. J. Ross·Apr 29, 2022

Path sums are a convenient symbolic formalism for quantum operations with applications to the simulation, optimization, and verification of quantum protocols. Unlike quantum circuits, path sums are not limited to unitary operations, but can express a...

Computer SciencePhysics

Quantum Computing for Power Flow Algorithms: Testing on real Quantum Computers

Brynjar Sævarsson, Spyros Chatzivasileiadis, H. Jóhannsson +1 more·Apr 29, 2022

Quantum computing has the potential to solve many computational problems exponentially faster than classical computers. The high shares of renewables and the wide deployment of converter-interfaced resources require new tools that shall drastically a...

Computer SciencePhysicsEngineering

Weak-Key Analysis for BIKE Post-Quantum Key Encapsulation Mechanism

M. Nosouhi, Syed W. Shah, Lei Pan +4 more·Apr 29, 2022

The evolution of quantum computers poses a serious threat to contemporary public-key encryption (PKE) schemes. To address this impending issue, the National Institute of Standards and Technology (NIST) is currently undertaking the Post-Quantum Crypto...

Computer Science

FABLE: Fast Approximate Quantum Circuits for Block-Encodings

Daan Camps, R. Beeumen·Apr 29, 2022

Block-encodings of matrices have become an essential element of quantum algorithms derived from the quantum singular value transformation. This includes a variety of algorithms ranging from the quantum linear systems problem to quantum walk, Hamilton...

PhysicsComputer Science

Hybrid quantum-classical reservoir computing of thermal convection flow

Philip R. Pfeffer, F. Heyder, J. Schumacher·Apr 29, 2022

We simulate the nonlinear chaotic dynamics of Lorenz-type models for a classical two-dimensional thermal convection flow with 3 and 8 degrees of freedom by a hybrid quantum--classical reservoir computing model. The high-dimensional quantum reservoir ...

Physics

MQT Bench: Benchmarking Software and Design Automation Tools for Quantum Computing

Nils Quetschlich, Lukas Burgholzer, R. Wille·Apr 28, 2022

Quantum software tools for a wide variety of design tasks on and across different levels of abstraction are crucial in order to eventually realize useful quantum applications. This requires practical and relevant benchmarks for new software tools to ...

PhysicsComputer Science

On the detailed structure of quantum control landscape for fast single qubit phase-shift gate generation

B. Volkov, A. Pechen·Apr 28, 2022

In this work, we study the detailed structure of quantum control landscape for the problem of single-qubit phase shift gate generation on the fast time scale. In previous works, the absence of traps for this problem was proven on various time scales....

PhysicsMathematics

Experimental Implementation of Quantum Algorithm for Association Rules Mining

Chao-Hua Yu·Apr 28, 2022

Recently, a quantum algorithm for a fundamentally important task in data mining, association rules mining (ARM), called qARM for short, has been proposed. Notably, qARM achieves significant speedup over its classical counterpart for implementing the ...

PhysicsComputer Science

Propagation of errors and quantitative quantum simulation with quantum advantage

S. Flannigan, N. Pearson, Guang Hao Low +5 more·Apr 28, 2022

The rapid development in hardware for quantum computing and simulation has led to much interest in problems where these devices can exceed the capabilities of existing classical computers and known methods. Approaching this for problems that go beyon...

Physics

Iterative quantum optimization with an adaptive problem Hamiltonian for the shortest vector problem

Y. Zhu, David Joseph, Congli Ling +1 more·Apr 28, 2022

Quantum optimization algorithms hold the promise of solving classically hard, discrete optimization problems in practice. The requirement of encoding such problems in a Hamiltonian realized with a finite -- and currently small -- number of qubits, ho...

Physics

BILP-Q: quantum coalition structure generation

Supreeth Mysore Venkatesh, A. Macaluso, M. Klusch·Apr 28, 2022

Quantum AI is an emerging field that uses quantum computing to solve typical complex problems in AI. In this work, we propose BILP-Q, the first-ever general quantum approach for solving the Coalition Structure Generation problem (CSGP), which is nota...

Computer SciencePhysics

Searching and Sorting Algorithms for Quantum Annealing Computers

R. A. Dunn·Apr 28, 2022

Algorithms for searching and sorting data sets on quantum annealing systems are presented. Search algorithms for unordered data sets are developed. A sorting algorithm for data sets is provided, with a consideration of sort stability. Scalability of ...

Physics

Dynamical Purification and the Emergence of Quantum State Designs from the Projected Ensemble

Matteo Ippoliti, W. Ho·Apr 28, 2022

Quantum thermalization in a many-body system is defined by the approach of local subsystems towards a universal form, describable as an ensemble of quantum states wherein observables acquire thermal expectation values. Recently, it was demonstrated t...

Physics

BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms

Ankit Kulshrestha, Ilya Safro·Apr 28, 2022

Barren plateaus are a notorious problem in the optimization of variational quantum algorithms and pose a critical obstacle in the quest for more efficient quantum machine learning algorithms. Many potential reasons for barren plateaus have been ident...

Computer SciencePhysics

Algorithmic QUBO formulations for k-SAT and hamiltonian cycles

Jonas Nusslein, Thomas Gabor, Claudia Linnhoff-Popien +1 more·Apr 28, 2022

Quadratic Unconstrained Binary Optimization (QUBO) can be seen as a generic language for optimization problems. QUBOs attract particular attention since they can be solved with quantum hardware, like quantum annealers or quantum gate computers runnin...

Computer Science
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