Quantum Brain

Papers

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

Total Papers

31,611

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65

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0

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15,669 papers in 12 months (-39% vs prior quarter)

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

Qubit Platforms

Hardware platform mentions in abstractsPhotonic leads

31,611 papers found

Measurement Error Mitigation for Variational Quantum Algorithms

George S. Barron, C. J. Wood·Oct 16, 2020

Variational Quantum Algorithms (VQAs) are a promising application for near-term quantum processors, however the quality of their results is greatly limited by noise. For this reason, various error mitigation techniques have emerged to deal with noise...

Computer SciencePhysics

Differentiable quantum architecture search

Shi-Xin Zhang, Chang-Yu Hsieh, Shengyu Zhang +1 more·Oct 16, 2020

Quantum architecture search (QAS) is the process of automating architecture engineering of quantum circuits. It has been desired to construct a powerful and general QAS platform which can significantly accelerate current efforts to identify quantum a...

PhysicsComputer Science

High-fidelity method for a single-step N -bit Toffoli gate in trapped ions

J. D. Arias Espinoza, K. Groenland, M. Mazzanti +2 more·Oct 16, 2020

Conditional multi-qubit gates are a key component for elaborate quantum algorithms. In a recent work, Rasmussen et al. (Phys. Rev. A 101, 022308) proposed an efficient single-step method for a prototypical multi-qubit gate, a Toffoli gate, based on a...

Physics

QDLC - The Quantum Development Life Cycle

Nivedita Dey, Mrityunjay Ghosh, S. Kundu +1 more·Oct 15, 2020

The magnificence grandeur of quantum computing lies in the inherent nature of quantum particles to exhibit true parallelism, which can be realized by indubitably fascinating theories of quantum physics. The possibilities opened by quantum computation...

Computer Science

Observation of separated dynamics of charge and spin in the Fermi-Hubbard model

F. Arute, K. Arya, R. Babbush +96 more·Oct 15, 2020

Strongly correlated quantum systems give rise to many exotic physical phenomena, including high-temperature superconductivity. Simulating these systems on quantum computers may avoid the prohibitively high computational cost incurred in classical app...

Physics

A network-ready random-access qubits memory

S. Langenfeld, O. Morin, M. Körber +1 more·Oct 15, 2020

Photonic qubits memories are essential ingredients of numerous quantum networking protocols. The ideal situation features quantum computing nodes that are efficiently connected to quantum communication channels via quantum interfaces. The nodes conta...

Computer SciencePhysics

Readout rebalancing for near-term quantum computers

Rebecca Hicks, C. Bauer, B. Nachman·Oct 15, 2020

Readout errors are a significant source of noise for near term intermediate scale quantum computers. Mismeasuring a qubit as a 1 when it should be 0 occurs much less often than mismeasuring a qubit as a 0 when it should have been 1. We make the simpl...

Physics

Computability of the Zero-Error Capacity of Noisy Channels

H. Boche, C. Deppe·Oct 14, 2020

Zero-error capacity plays an important role in a whole range of operational tasks, in addition to the fact that it is necessary for practical applications. Due to the importance of zero-error capacity, it is necessary to investigate its algorithmic c...

Computer ScienceMathematics

Quantum machine learning for particle physics using a variational quantum classifier

A. Blance, M. Spannowsky·Oct 14, 2020

Quantum machine learning aims to release the prowess of quantum computing to improve machine learning methods. By combining quantum computing methods with classical neural network techniques we aim to foster an increase of performance in solving clas...

Physics

A Novel Quantum Algorithm for Ant Colony Optimization

Mrityunjay Ghosh, Nivedita Dey, D. Mitra +1 more·Oct 14, 2020

Ant colony optimization is one of the potential solutions to tackle intractable NP-Hard discrete combinatorial optimization problems. The metaphor of ant colony can be thought of as the evolution of the best path from a given graph as a globally opti...

Computer Science

Quantum autoencoders with enhanced data encoding

Carlos Bravo-Prieto·Oct 13, 2020

We present the enhanced feature quantum autoencoder, or EF-QAE, a variational quantum algorithm capable of compressing quantum states of different models with higher fidelity. The key idea of the algorithm is to define a parameterized quantum circuit...

PhysicsComputer Science

Tensor lattice field theory for renormalization and quantum computing

Y. Meurice, Ryo Sakai, J. Unmuth-Yockey·Oct 13, 2020

We discuss the successes and limitations of statistical sampling for a sequence of models studied in the context of lattice QCD and emphasize the need for new methods to deal with finite-density and real-time evolution. We show that these lattice mod...

Physics

Quantum simulation of oscillating neutrinos.

Abhishek Kumar Jha, A. Chatla, B. Bambah·Oct 13, 2020

Two and three flavor oscillating neutrinos are shown to exhibit the properties bipartite and tripartite quantum entanglement. The two and three flavor neutrinos are mapped to qubit states used in quantum information theory. Such quantum bits of the n...

Physics

Approximate Bacon-Shor code and holography

ChunJun Cao, Brad Lackey·Oct 12, 2020

We explicitly construct a class of holographic quantum error correction codes with non-trivial centers in the code subalgebra. Specifically, we use the Bacon-Shor codes and perfect tensors to construct a gauge code (or a stabilizer code with gauge-fi...

Physics

Iterative quantum-assisted eigensolver

Kishor Bharti, T. Haug·Oct 12, 2020

The task of estimating ground state and ground state energy of Hamiltonians is an important problem in physics with numerous applications ranging from solid-state physics to combinatorial optimization. We provide a hybrid quantum-classical algorithm ...

Physics

Using the Parameterized Quantum Circuit combined with Variational-Quantum-Eigensolver (VQE) to create an Intelligent social workers' schedule problem solver

Parfait Atchade-Adelomou, Elisabet Golobardes-Ribé, X. Vilasís-Cardona·Oct 12, 2020

The social worker scheduling problem is a class of combinatorial optimization problems that combines scheduling with routing issues. These types of problems with classical computing can only be solved, in the best of cases, in an approximate way and ...

Computer SciencePhysics

Dynamical Self-energy Mapping (DSEM) for quantum computing.

Diksha Dhawan, Mekena Metcalf, D. Zgid·Oct 12, 2020

For noisy intermediate-scale quantum (NISQ) devices only a moderate number of qubits with a limited coherence is available thus enabling only shallow circuits and a few time evolution steps in the currently performed quantum computations. Here, we pr...

Physics

SchWARMA: A model-based approach for time-correlated noise in quantum circuits

Kevin M. Schultz, G. Quiroz, P. Titum +1 more·Oct 9, 2020

Temporal noise correlations are ubiquitous in quantum systems, yet often neglected in the analysis of quantum circuits due to the complexity required to accurately characterize and model them. Autoregressive moving average (ARMA) models are a well-kn...

Computer SciencePhysicsMathematics

Single-shot number-resolved detection of microwave photons with error mitigation

Jacob C. Curtis, Connor T. Hann, Salvatore S. Elder +4 more·Oct 9, 2020

Single-photon detectors are ubiquitous and integral components of photonic quantum cryptography, communication, and computation. Many applications, however, require not only detecting the presence of any photons, but distinguishing the number present...

Physics

Neural Group Actions

Span Spanbauer, Luke Sciarappa·Oct 8, 2020

We introduce an algorithm for designing Neural Group Actions, collections of deep neural network architectures which model symmetric transformations satisfying the laws of a given finite group. This generalizes involutive neural networks $\mathcal{N}...

Computer ScienceMathematics
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