3.3k citations · 16.3k across the 118 of their papers we have counts for
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Variational Quantum Algorithms
M. Cerezo, Andrew Arrasmith, Ryan Babbush +8
Applications such as simulating complicated quantum systems or solving large-scale linear algebra problems are very challenging for classical computers due to the extremely high co…
Hybrid quantum-classical algorithms and quantum error mitigation
Suguru Endo, Zhenyu Cai, Simon C. Benjamin +1
Quantum computers can exploit a Hilbert space whose dimension increases exponentially with the number of qubits. In experiment, quantum supremacy has recently been achieved by the…
Quantum Analytic Descent
Bálint Koczor, Simon C. Benjamin
Variational algorithms have particular relevance for near-term quantum computers but require non-trivial parameter optimisations. Here we propose Analytic Descent: Given that the e…
Tailoring Term Truncations for Electronic Structure Calculations Using a Linear Combination of Unitaries
Richard Meister, Simon C. Benjamin, Earl T. Campbell
A highly anticipated use of quantum computers is the simulation of complex quantum systems including molecules and other many-body systems. One promising method involves directly a…
The prospects of quantum computing in computational molecular biology
Carlos Outeiral, Martin Strahm, Jiye Shi +3
Quantum computers can in principle solve certain problems exponentially more quickly than their classical counterparts. We have not yet reached the advent of useful quantum computa…
Learning-based quantum error mitigation
Armands Strikis, Dayue Qin, Yanzhu Chen +2
If NISQ-era quantum computers are to perform useful tasks, they will need to employ powerful error mitigation techniques. Quasi-probability methods can permit perfect error compens…
Investigating the potential for a limited quantum speedup on protein lattice problems
Carlos Outeiral, Garrett M. Morris, Jiye Shi +3
Protein folding is a central challenge in computational biology, with important applications in molecular biology, drug discovery and catalyst design. As a hard combinatorial optim…