Quantum Brain

Papers

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

Total Papers

30,856

This Month

902

Today

0

Research Volume

15,145 papers in 12 months (-14% vs prior quarter)

Research Focus Areas

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

Qubit Platforms

Hardware platform mentions in abstractsPhotonic leads

30,856 papers found

Early Exploration of a Flexible Framework for Efficient Quantum Linear Solvers in Power Systems

Muqing Zheng, Yousu Chen, Xiu Yang +1 more·Feb 13, 2024

The rapid integration of renewable energy resources presents formidable challenges in managing power grids. While advanced computing and machine learning techniques offer some solutions for accelerating grid modeling and simulation, there remain comp...

Physics

Limitations of Fault-Tolerant Quantum Linear System Solvers for Quantum Power Flow

Parikshit Pareek, Abhijith Jayakumar, Carleton Coffrin +1 more·Feb 13, 2024

Quantum computers hold promise for solving problems intractable for classical computers, especially those with high time or space complexity. Practical quantum advantage can be said to exist for such problems when the end-to-end time for solving such...

PhysicsComputer ScienceEngineering

Beyond unital noise in variational quantum algorithms: noise-induced barren plateaus and limit sets

P. Singkanipa, Daniel A. Lidar·Feb 13, 2024

Variational quantum algorithms (VQAs) hold much promise but face the challenge of exponentially small gradients. Unmitigated, this barren plateau (BP) phenomenon leads to an exponential training overhead for VQAs. Perhaps the most pernicious are nois...

Computer SciencePhysics

QUAPPROX: A Framework for Benchmarking the Approximability of Variational Quantum Circuit

Jinyang Li, Ang Li, Weiwen Jiang·Feb 13, 2024

Most of the existing quantum neural network models, such as variational quantum circuits (VQCs), are limited in their ability to explore the non-linear relationships in input data. This gradually becomes the main obstacle for it to tackle realistic a...

PhysicsComputer Science

Subsystem surface and compass code sensitivities to non-identical infidelity distributions on heavy-hex lattice

Malcolm Carroll, James R. Wootton, Andrew W. Cross·Feb 13, 2024

Logical qubits encoded into a quantum code exhibit improved error rates when the physical error rates are sufficiently low, below the pseudothreshold. Logical error rates and pseudothresholds can be estimated for specific circuits and noise models, a...

Physics

Information gain and measurement disturbance for quantum agents

Arthur O. T. Pang, Noah Lupu-Gladstein, Y. Batuhan Yilmaz +4 more·Feb 12, 2024

The traditional formalism of quantum measurement (hereafter ``TQM'') describes processes where some properties of quantum states are extracted and stored as classical information. While TQM is a natural and appropriate description of how humans inter...

Quantum Physics

Variational protocols for emulating digital gates using analog control with always-on interactions

C. Chevallier, J. Vovrosh, J. de Hond +3 more·Feb 12, 2024

We design variational pulse sequences tailored for neutral atom quantum simulators and show that we can engineer layers of single-qubit and multi-qubit gates. As an application, we discuss how the proposed method can be used to perform refocusing alg...

Physics

Virtual Channel Purification

Zhenhuan Liu, Xingjian Zhang, Yueyang Fei +1 more·Feb 12, 2024

Quantum error mitigation is a key approach for extracting target state properties on state-of-the-art noisy machines and early fault-tolerant devices. Using the ideas from flag fault tolerance and virtual state purification, we develop the virtual-ch...

Physics

Encoding Majorana codes

Maryam Mudassar, Riley W. Chien, Daniel Gottesman·Feb 12, 2024

To implement a quantum error correction protocol, we first need a scheme to prepare our state in the correct subspace of the code, and this can be done using a unitary encoding circuit. Majorana codes are special since any gates that transform such c...

Physics

Robust Quantum Control via a Model Predictive Control Strategy

Yunyan Lee, Ian R. Petersen, Daoyi Dong·Feb 12, 2024

This article presents a robust control strategy using Time-Optimal Model Predictive Control (TOMPC) for a two-level quantum system subject to bounded uncertainties. In this method, the control field is optimized over a finite horizon using a nominal ...

Physics

Variational post-selection for ground states and thermal states simulation

Shi-Xin Zhang, Jiaqi Miao, Chang-Yu Hsieh·Feb 12, 2024

Variational quantum algorithms, as one of the most promising routes in the noisy intermediate-scale quantum era, offer various potential applications while also confronting severe challenges due to near-term quantum hardware restrictions. In this wor...

Physics

Computational complexity of isometric tensor network states

D. Malz, Rahul Trivedi·Feb 12, 2024

We determine the computational power of isometric tensor network states (isoTNS), a variational ansatz originally developed to numerically find and compute properties of gapped ground states and topological states in two dimensions. By mapping 2D iso...

Computer SciencePhysics

Piecewise Polynomial Tensor Network Quantum Feature Encoding

Mazen Ali, M. Kabel·Feb 12, 2024

This work introduces a novel method for embedding continuous variables into quantum circuits via piecewise polynomial features, utilizing low-rank tensor networks. Our approach, termed Piecewise Polynomial Tensor Network Quantum Feature Encoding (PPT...

Physics

A Lattice-Reduction Aided Vector Perturbation Precoder Relying on Quantum Annealing

Samuel Winter, Yangyishi Zhang, Gan Zheng +1 more·Feb 12, 2024

Quantum annealing (QA) is proposed for vector perturbation precoding (VPP) in multiple input multiple output (MIMO) communications systems. The mathematical framework of VPP is presented, outlining the problem formulation and the benefits of lattice ...

Computer ScienceMathematics

Digital Quantum Simulation of a (1+1)D SU(2) Lattice Gauge Theory with Ion Qudits

G. Calajó, G. Magnifico, C. Edmunds +3 more·Feb 12, 2024

We present a quantum simulation strategy for a (1+1)-dimensional SU(2) non-Abelian lattice gauge theory with dynamical matter, a hardcore-gluon Hamiltonian Yang-Mills, tailored to a six-level trapped-ion-qudit quantum processor, as recently experimen...

Physics

Optimized noise-assisted simulation of the Lindblad equation with time-dependent coefficients on a noisy quantum processor

J. D. Guimarães, Antonio Ruiz-Molero, James Lim +3 more·Feb 12, 2024

Noise in quantum devices is generally considered detrimental to computational accuracy. However, the recent proposal of noise-assisted simulation has demonstrated that noise can be an asset in digital quantum simulations of open systems on Noisy Inte...

Physics

Blueprint for efficient nuclear spin characterization with color center

Majid Zahedian, V. Vorobyov, Jörg Wrachtrup·Feb 12, 2024

Nuclear spins in solids offer a promising avenue for developing scalable quantum hardware. Leveraging nearby single-color centers, these spins can be efficiently addressed at the single-site level through spin resonance. However, characterising indiv...

Physics

Nonassociative Geometric and Quantum Information Flows and R‐Flux Deformations of Wormhole Solutions in String Gravity

Laurenţiu Bubuianu, Douglas Singleton, S. Vacaru +1 more·Feb 11, 2024

This article consists of an introduction to the theory of nonassociative geometric classical and quantum information flows defined by star products with R‐flux deformations in string gravity. Corresponding nonassociative generalizations of the concep...

PhysicsMathematics

Enhancing Knapsack-Based Financial Portfolio Optimization Using Quantum Approximate Optimization Algorithm

Chansreynich Huot, Kimleang Kea, Tae-Kyung Kim +1 more·Feb 11, 2024

Portfolio optimization is a primary component of the decision-making process in finance, aiming to tactfully allocate assets to achieve optimal returns while considering various constraints. Herein, we proposed a method that uses the knapsack-based p...

Computer SciencePhysics

Estimating the Effect of Crosstalk Error on Circuit Fidelity Using Noisy Intermediate-Scale Quantum Devices

Sovanmonynuth Heng, Myeongseong Go, Youngsun Han·Feb 10, 2024

Current advancements in technology have focused the attention of the quantum computing community toward exploring the potential of near-term devices whose computing power surpasses that of classical computers in practical applications. An unresolved ...

Computer SciencePhysics
Quantum Intelligence

Ask about quantum research, companies, or market developments.