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

Quantum Markov Decision Processes

Naci Saldi, Sina Sanjari, S. Yüksel·Feb 22, 2024

In this paper, we aim to develop a quantum counterpart to classical Markov decision processes (MDPs), referred to as q-MDPs. We first present a comprehensive formulation of quantum MDPs with state and action spaces in the quantum domain, quantum tran...

PhysicsComputer ScienceEngineeringMathematics

Iterative method to improve the precision of the quantum-phase-estimation algorithm

Junxu Li·Feb 22, 2024

Here we revisit the quantum phase estimation (QPE) algorithm, and devise an iterative method to improve the precision of QPE with propagators over a variety of time spans. For a given propagator and a certain eigenstate as input, QPE with propagator ...

Physics

Quantum circuit optimization with AlphaTensor

Francisco J. R. Ruiz, Tuomas Laakkonen, Johannes Bausch +10 more·Feb 22, 2024

A key challenge in realizing fault-tolerant quantum computers is circuit optimization. Focusing on the most expensive gates in fault-tolerant quantum computation (namely, the T gates), we address the problem of T-count optimization, that is, minimizi...

Computer SciencePhysics

Approximate Circular Pattern Matching Under Edit Distance

P. Charalampopoulos, S. Pissis, J. Radoszewski +3 more·Feb 22, 2024

In the $k$-Edit Circular Pattern Matching ($k$-Edit CPM) problem, we are given a length-$n$ text $T$, a length-$m$ pattern $P$, and a positive integer threshold $k$, and we are to report all starting positions of the substrings of $T$ that are at edi...

Computer Science

Complexity Growth and the Krylov-Wigner function

Ritam Basu, Anirban Ganguly, Souparna Nath +1 more·Feb 21, 2024

For any state in a $D$-dimensional Hilbert space with a choice of basis, one can define a discrete version of the Wigner function -- a quasi-probability distribution which represents the state on a discrete phase space. The Wigner function can, in ge...

hep-thQuantum Physics

Avoiding barren plateaus via Gaussian mixture model

Xiaoxi Shi, Y. Shang·Feb 21, 2024

Variational quantum algorithms are among the most prominent methods in quantum computing, with applications in quantum machine learning, quantum simulation, and related fields. However, as the number of qubits grows, these algorithms often encounter ...

Physics

Improving Threshold for Fault-Tolerant Color-Code Quantum Computing by Flagged Weight Optimization

Yugo Takada, Keisuke Fujii·Feb 21, 2024

Color codes are promising quantum error-correction (QEC) codes because they have an advantage over surface codes in that all Clifford gates can be implemented transversally. However, the thresholds of color codes under circuit-level noise are relativ...

Physics

Clifford circuits over non-cyclic abelian groups

M. Moses, Jacek Horecki, Konrad Deka +1 more·Feb 21, 2024

We present a discussion of the generalized Clifford group over non-cyclic finite abelian groups. These Clifford groups appear naturally in the theory of topological error correction and abelian anyon models. We demonstrate a generalized Gottesman-Kni...

Physics

Quantum Annealing and GNN for Solving TSP with QUBO

Haoqi He·Feb 21, 2024

This paper explores the application of Quadratic Unconstrained Binary Optimization (QUBO) models in solving the Travelling Salesman Problem (TSP) through Quantum Annealing algorithms and Graph Neural Networks. Quantum Annealing (QA), a quantum-inspir...

PhysicsMathematicsComputer Science

Shuttling for Scalable Trapped-Ion Quantum Computers

Daniel Schoenberger, S. Hillmich, Matthias Brandl +1 more·Feb 21, 2024

Trapped-ion quantum computers exhibit promising potential to provide platforms for high-quality qubits and reliable quantum computation. The quantum charge coupled device (QCCD) architecture is a leading example that offers a modular solution to enab...

Computer SciencePhysics

Reinforcement learning-assisted quantum architecture search for variational quantum algorithms

Akash Kundu·Feb 21, 2024

A significant hurdle in the noisy intermediate-scale quantum (NISQ) era is identifying functional quantum circuits. These circuits must also adhere to the constraints imposed by current quantum hardware limitations. Variational quantum algorithms (VQ...

PhysicsComputer Science

Solving Maxwells Equations using Variational Quantum Imaginary Time Evolution

Nam Nguyen, Richard Thompson·Feb 21, 2024

Maxwells equations are fundamental to our understanding of electromagnetic fields, but their solution can be computationally demanding, even for high-performance computing clusters. Quantum computers offer a promising alternative for solving these eq...

Physics

Grover's Oracle for the Shortest Vector Problem and Its Application in Hybrid Classical–Quantum Solvers

Miloš Prokop, P. Wallden, David Joseph·Feb 21, 2024

Finding the shortest vector in a lattice is a problem that is believed to be hard both for classical and quantum computers. Many major postquantum secure cryptosystems base their security on the hardness of the shortest vector problem (SVP) (Moody, 2...

PhysicsComputer Science

How to Fault-Tolerantly Realize Any Quantum Circuit with Local Operations

Shin Ho Choe, Robert Koenig·Feb 21, 2024

We show how to realize a general quantum circuit involving gates between arbitrary pairs of qubits by means of geometrically local quantum operations and efficient classical computation. We prove that circuit-level local stochastic noise modeling an ...

Physics

Nano antenna-assisted quantum dots emission into high-index planar waveguide

Xiao Yu, J. Weeber, L. Markey +4 more·Feb 21, 2024

Integrated quantum photonic circuits require the efficient coupling of photon sources to photonic waveguides. Hybrid plasmonic/photonic platforms are a promising approach, taking advantage of both plasmon modal confinement for efficient coupling to a...

MedicinePhysics

Evaluating Ground State Energies of Chemical Systems with Low-Depth Quantum Circuits and High Accuracy

Shuo Sun, Chandan Kumar, Kevin Shen +2 more·Feb 21, 2024

Quantum computers have the potential to efficiently solve the electronic structure problem but are currently limited by noise and shallow circuits. We present an enhanced Variational Quantum Eigensolver (VQE) ansatz based on the Qubit Coupled Cluster...

PhysicsMedicine

Measurement-induced phase transitions by matrix product states scaling

Guillaume Cecile, Hugo Lóio, J. De Nardis·Feb 20, 2024

We study the time evolution of long quantum spin chains subjected to continuous monitoring projected on matrix product states (MPS) with fixed bond dimension, by means of the Time-Dependent Variational Principle (TDVP) algorithm. The latter gives an ...

Physics

Quantum Pseudorandomness Cannot Be Shrunk In a Black-Box Way

Samuel Bouaziz-Ermann, Garazi Muguruza·Feb 20, 2024

Pseudorandom Quantum States (PRS) were introduced by Ji, Liu and Song as quantum analogous to Pseudorandom Generators. They are an ensemble of states efficiently computable but computationally indistinguishable from Haar random states. Subsequent wor...

Computer SciencePhysics

Quantum sensing of antiferromagnetic magnon two-mode squeezed vacuum

Anna-Luisa E. Römling, Akashdeep Kamra·Feb 20, 2024

N\'eel ordered antiferromagnets exhibit two-mode squeezing such that their ground state is a nonclassical superposition of magnon Fock states. Here we theoretically demonstrate that antiferromagnets can couple to spin qubits via direct dispersive int...

Physics

An architecture for two-qubit encoding in neutral ytterbium-171 atoms

Zhubing Jia, W. Huie, Lintao Li +8 more·Feb 20, 2024

We present an architecture for encoding two qubits within the optical “clock” transition and nuclear spin-1/2 degree of freedom of neutral ytterbium-171 atoms. Inspired by recent high-fidelity control of all pairs of states within this four-dimension...

Physics
Quantum Intelligence

Ask about quantum research, companies, or market developments.