Quantum Brain

Papers

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

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13,881 papers in 12 months (-10% vs prior quarter)

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

Qubit Platforms

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6,349 papers found

Quantum Computing with Circular Rydberg Atoms

S. Cohen, Jeff D. Thompson·Mar 23, 2021

Rydberg atom arrays are a leading platform for quantum computing and simulation, combining strong interactions with highly coherent operations and flexible geometries. However, the achievable fidelities are limited by the finite lifetime of the Rydbe...

Physics

Quantum Support Vector Machines for Continuum Suppression in B Meson Decays

J. Heredge, C. Hill, L. Hollenberg +1 more·Mar 23, 2021

Quantum computers have the potential to speed up certain computational tasks. A possibility this opens up within the field of machine learning is the use of quantum techniques that may be inefficient to simulate classically but could provide superior...

Computer SciencePhysics

Effect of constraint and Tabu Search term on Variational Quantum Eigensolver and Subspace-Search Variational Quantum Eigensolver

Hikaru Wakaura, T. Tomono·Mar 23, 2021

Subspace-Search Variational Quantum Eigensolver(SSVQE) is searching method of multiple states and relies on the unitarity of transformations to ensure the orthogonality of output states for multiple states. Therefore, this method is thought to be pro...

Physics

Variational quantum compiling with double Q-learning

Zhimin He, Lvzhou Li, Shenggen Zheng +2 more·Mar 22, 2021

Quantum compiling aims to construct a quantum circuit V by quantum gates drawn from a native gate alphabet, which is functionally equivalent to the target unitary U. It is a crucial stage for the running of quantum algorithms on noisy intermediate-sc...

PhysicsComputer Science

Simulation of adiabatic quantum computing for molecular ground states.

Vladimir Kremenetski, Carlos Mejuto-Zaera, Stephen J. Cotton +1 more·Mar 22, 2021

Quantum computation promises to provide substantial speedups in many practical applications with a particularly exciting one being the simulation of quantum many-body systems. Adiabatic state preparation (ASP) is one way that quantum computers could ...

PhysicsMedicine

Quantum sensing with superconducting circuits

S. Danilin, M. Weides·Mar 19, 2021

Sensing and metrology play an important role in fundamental science and applications, by fulfilling the ever-present need for more precise data sets, and by allowing to make more reliable conclusions on the validity of theoretical models. Sensors are...

Physics

Digital Quantum Simulation of Open Quantum Systems Using Quantum Imaginary–Time Evolution

Hirsh Kamakari, Shi-Ning Sun, M. Motta +1 more·Mar 17, 2021

Quantum simulation on emerging quantum hardware is a topic of intense interest. While many studies focus on computing ground state properties or simulating unitary dynamics of closed systems, open quantum systems are an interesting target of study ow...

Physics

Computing Free Energies with Fluctuation Relations on Quantum Computers.

Lindsay Bassman Oftelie, Katherine Klymko, Diyi Liu +2 more·Mar 17, 2021

As a central thermodynamic property, free energy enables the calculation of virtually any equilibrium property of a physical system, allowing for the construction of phase diagrams and predictions about transport, chemical reactions, and biological p...

MedicinePhysics

Counteracting dephasing in Molecular Nanomagnets by optimized qudit encodings

F. Petiziol, A. Chiesa, S. Wimberger +2 more·Mar 16, 2021

Molecular Nanomagnets may enable the implementation of qudit-based quantum error-correction codes which exploit the many spin levels naturally embedded in a single molecule, a promising step towards scalable quantum processors. To fully realize the p...

Physics

Mitigating Depolarizing Noise on Quantum Computers with Noise-Estimation Circuits.

M. Urbánek, B. Nachman, V. Pascuzzi +3 more·Mar 15, 2021

A significant problem for current quantum computers is noise. While there are many distinct noise channels, the depolarizing noise model often appropriately describes average noise for large circuits involving many qubits and gates. We present a meth...

PhysicsMedicine

Hardware-efficient error-correcting codes for large nuclear spins

J. Gross, Clément Godfrin, A. Blais +1 more·Mar 15, 2021

Universal quantum computers require a large network of qubits robust against errors. Recent theoretical and experimental studies on donor nuclear spins in silicon, engineered on semiconductor platforms compatible with industrial fabrication, show the...

Physics

Graph optimization perspective for low-depth Trotter-Suzuki decomposition

A. Schmitz, Nicolas P. D. Sawaya, S. Johri +1 more·Mar 15, 2021

Hamiltonian simulation represents an important module in a large class of quantum algorithms and simulations such as quantum machine learning, quantum linear algebra methods, and modeling for physics, material science and chemistry. One of the most p...

PhysicsMathematics

VQE method: a short survey and recent developments

D. Fedorov, Bo Peng, N. Govind +1 more·Mar 15, 2021

The variational quantum eigensolver (VQE) is a method that uses a hybrid quantum-classical computational approach to find eigenvalues of a Hamiltonian. VQE has been proposed as an alternative to fully quantum algorithms such as quantum phase estimati...

Physics

Quantum algorithms for powering stable Hermitian matrices

G. Gonz'alez, Rahul Trivedi, J. Cirac·Mar 15, 2021

Matrix powering is a fundamental computational primitive in linear algebra. It has widespread applications in scientific computing and engineering, and underlies the solution of time-homogeneous linear ordinary differential equations, simulation of d...

Physics

Exploiting anticommutation in Hamiltonian simulation

Qi Zhao, Xiao Yuan·Mar 14, 2021

Quantum computing can efficiently simulate Hamiltonian dynamics of many-body quantum physics, a task that is generally intractable with classical computers. The hardness lies at the ubiquitous anti-commutative relations of quantum operators, in corre...

PhysicsComputer Science

Perils of embedding for quantum sampling

Jeffrey Marshall, Gianni Mossi, E. Rieffel·Mar 12, 2021

Given quantum hardware that enables sampling from a family of natively implemented Hamiltonians, how well can one use that hardware to sample from a Hamiltonian outside that family? A common approach is to minor embed the desired Hamiltonian in a nat...

Physics

Constant-depth circuits for dynamic simulations of materials on quantum computers

Lindsay Bassman Oftelie, Roel Van Beeumen, Ed Younis +3 more·Mar 12, 2021

Dynamic simulation of materials is a promising application for near-term quantum computers. Current algorithms for Hamiltonian simulation, however, produce circuits that grow in depth with increasing simulation time, limiting feasible simulations to ...

Physics

Error Mitigation and Quantum-Assisted Simulation in the Error Corrected Regime.

M. Lostaglio, A. Ciani·Mar 12, 2021

A standard approach to quantum computing is based on the idea of promoting a classically simulable and fault-tolerant set of operations to a universal set by the addition of "magic" quantum states. In this context, we develop a general framework to d...

MedicinePhysics

Resolving correlated states of benzyne with an error-mitigated contracted quantum eigensolver

Scott E. Smart, Jan-Niklas Boyn, D. Mazziotti·Mar 11, 2021

The simulation of strongly correlated many-electron systems is one of the most promising applications for near-term quantum devices. Here we use a class of eigenvalue solvers (presented in Phys. Rev. Lett. 126, 070504 (2021)) in which a contraction o...

Physics

Neural predictor based quantum architecture search

Shi-Xin Zhang, Chang-Yu Hsieh, Shengyu Zhang +1 more·Mar 11, 2021

Variational quantum algorithms (VQAs) are widely speculated to deliver quantum advantages for practical problems under the quantum–classical hybrid computational paradigm in the near term. Both theoretical and practical developments of VQAs share man...

PhysicsComputer Science
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