Quantum Brain

Papers

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

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13,405 papers in 12 months (-22% vs prior quarter)

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6,245 papers found

Does provable absence of barren plateaus imply classical simulability?

M. Cerezo, Martín Larocca, Diego Garc'ia-Mart'in +9 more·Dec 14, 2023

A large amount of effort has recently been put into understanding the barren plateau phenomenon. In this perspective article, we face the increasingly loud elephant in the room and ask a question that has been hinted at by many but not explicitly add...

MedicineComputer SciencePhysicsMathematics

SPulseGen: Succinct pulse generator architecture maximizing gate fidelity for superconducting quantum computers

Ryosuke Matsuo, Kazuhisa Ogawa, Hidehisa Shiomi +6 more·Dec 14, 2023

This paper proposes a cost-effective architecture for an RF pulse generator for superconducting qubits. Most existing works use arbitrary waveform generators (AWGs) that require both a large amount of high-bandwidth memories and high-performance anal...

Physics

Quantum improvement in Spatial Discretization

Saul Gonzalez, Parfait Atchade-Adelomou·Dec 14, 2023

Quantum algorithms have begun to surpass classical ones in several computation fields, yet practical application remains challenging due to hardware and software limitations. Here, we introduce a quantum algorithm that quadratically improves spatial ...

Physics

Complexity of Digital Quantum Simulation in the Low-Energy Subspace: Applications and a Lower Bound

Weiyuan Gong, Shuo Zhou, Tongyang Li·Dec 14, 2023

Digital quantum simulation has broad applications in approximating unitary evolution of Hamiltonians. In practice, many simulation tasks for quantum systems focus on quantum states in the low-energy subspace instead of the entire Hilbert space. In th...

Computer SciencePhysics

Leveraging commuting groups for an efficient variational Hamiltonian ansatz

Abhinav Anand, Kenneth R. Brown·Dec 13, 2023

Efficiently calculating the low-lying eigenvalues of Hamiltonians, written as sums of Pauli operators, is a fundamental challenge in quantum computing. While various methods have been proposed to reduce the complexity of quantum circuits for this tas...

Physics

Towards determining the presence of barren plateaus in some chemically inspired variational quantum algorithms

Rui Mao, Guojing Tian, Xiaoming Sun·Dec 13, 2023

In quantum chemistry, the variational quantum eigensolver (VQE) is a promising algorithm for molecular simulations on near-term quantum computers. However, VQEs using hardware-efficient circuits face scaling challenges due to the barren plateau probl...

Physics

Performance of linear solvers in tensor-train format on current multicore architectures

Melven Röhrig-Zöllner, Manuel Joey Becklas, J. Thies +1 more·Dec 13, 2023

Tensor networks are a class of algorithms aimed at reducing the computational complexity of high-dimensional problems. They are used in an increasing number of applications, from quantum simulations to machine learning. Exploiting data parallelism in...

Computer ScienceMathematics

Radio Signal Classification by Adversarially Robust Quantum Machine Learning

Yanqiu Wu, Eromanga Adermann, Chandra Thapa +3 more·Dec 13, 2023

Radio signal classification plays a pivotal role in identifying the modulation scheme used in received radio signals, which is essential for demodulation and proper interpretation of the transmitted information. Researchers have underscored the high ...

Computer SciencePhysics

Precise Phase Error Rate Analysis for Quantum Key Distribution with Phase Postselection

Yao Zhou, Zhen-Qiang Yin, Yong-Guang Shan +5 more·Dec 11, 2023

Quantum key distribution (QKD) stands as a pioneering method for establishing information-theoretically secure communication channels by utilizing the principles of quantum mechanics. In the security proof of QKD, the phase error rate serves as a cri...

Physics

Secure and Efficient Entanglement Distribution Protocols for Near-Term Quantum Internet

Nicholas Skjellum, Mohamed Shaban, Muhammad Ismail·Dec 10, 2023

Quantum information technology has the potential to revolutionize computing, communications, and security. To fully realize its potential, quantum processors with millions of qubits are needed, which are still far from being accomplished. Thus, it is...

Computer SciencePhysics

Comprehensive Analysis of BB84, A Quantum Key Distribution Protocol

SujayKumar Reddy, C. Mohan·Dec 9, 2023

Quantum Key Distribution (QKD) is a technique that enables secure communication between two parties by sharing a secret key. One of the most well-known QKD protocols is the BB84 protocol, proposed by Charles Bennett and Gilles Brassard in 1984. In th...

PhysicsComputer Science

Enhancing the electron pair approximation with measurements on trapped-ion quantum computers

Luning Zhao, Q. Wang, Joshua J. Goings +5 more·Dec 9, 2023

The electron pair approximation offers an efficient variational quantum eigensolver (VQE) approach for chemistry simulations on quantum computers. With the number of entangling gates scaling quadratically with system size and a constant measurement o...

Physics

Quantum Algorithms for Simulating Nuclear Effective Field Theories

James D. Watson, Jacob Bringewatt, Alexander F. Shaw +3 more·Dec 8, 2023

Quantum computers offer the potential to simulate nuclear processes that are classically intractable. With the goal of understanding the necessary quantum resources to realize this potential, we employ state-of-the-art Hamiltonian-simulation methods,...

Physics

Comparative study on compact quantum circuits of hybrid quantum-classical algorithms for quantum impurity models

Rihito Sakurai, Oliver J. Backhouse, George H Booth +2 more·Dec 7, 2023

Predicting the properties of strongly correlated materials is a significant challenge in condensed matter theory. The widely used dynamical mean-field theory faces difficulty in solving quantum impurity models numerically. Hybrid quantum--classical a...

Physics

Resource-Efficient Quantum Circuits for Molecular Simulations: A Case Study of Umbrella Inversion in Ammonia

R. NirmalM., S. Yamijala, Kalpak Ghosh +2 more·Dec 7, 2023

We conducted a thorough evaluation of various state-of-the-art strategies to prepare the ground state wavefunction of a system on a quantum computer, specifically within the framework of variational quantum eigensolver (VQE). Despite the advantages o...

Computer SciencePhysics

Superconducting processor design optimization for quantum error correction performance

Xiaotong Ni, Ziang Wang, Rui Chao +1 more·Dec 7, 2023

In the quest for fault-tolerant quantum computation using superconducting processors, accurate performance assessment and continuous design optimization stands at the forefront. To facilitate both meticulous simulation and streamlined design optimiza...

Physics

Contextual subspace variational quantum eigensolver calculation of the dissociation curve of molecular nitrogen on a superconducting quantum computer

Tim Weaving, Alexis Ralli, Peter J. Love +2 more·Dec 7, 2023

We present an experimental demonstration of the Contextual Subspace Variational Quantum Eigensolver on superconducting hardware. Calculating the potential energy curve of molecular nitrogen proves challenging for many conventional quantum chemistry t...

MedicinePhysics

Quantum algorithm for linear non-unitary dynamics with near-optimal dependence on all parameters

Dong An, Andrew M. Childs, Lin Lin·Dec 6, 2023

We introduce a family of identities that express general linear non-unitary evolution operators as a linear combination of unitary evolution operators, each solving a Hamiltonian simulation problem. This formulation can exponentially enhance the accu...

Quantum Physicsmath.NA

Logical quantum processor based on reconfigurable atom arrays

D. Bluvstein, S. Evered, A. Geim +19 more·Dec 6, 2023

Suppressing errors is the central challenge for useful quantum computing1, requiring quantum error correction (QEC)2–6 for large-scale processing. However, the overhead in the realization of error-corrected ‘logical’ qubits, in which information is e...

PhysicsMedicine

Clustering by Contour Coreset and Variational Quantum Eigensolver

Canaan Yung, Muhammad Usman·Dec 6, 2023

Recent work has proposed solving the k‐means clustering problem on quantum computers via the Quantum Approximate Optimization Algorithm (QAOA) and coreset techniques. Although the current method demonstrates the possibility of quantum k‐means cluster...

PhysicsComputer Science
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