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Machine learning for excitation energy transfer dynamics
Kimara Naicker, Ilya Sinayskiy, Francesco Petruccione
A well-known approach to describe the dynamics of an open quantum system is to compute the master equation evolving the reduced density matrix of the system. This approach plays an…
Bad vibrations: Quantum tunnelling in the context of SARS-CoV-2 infection
Betony Adams, Ilya Sinayskiy, Rienk van Grondelle +1
The SARS-CoV-2 pandemic has added new urgency to the study of viral mechanisms of infection. But while vaccines offer a measure of protection against this specific outbreak, a new…
Near Term Algorithms for Linear Systems of Equations
Aidan Pellow-Jarman, Ilya Sinayskiy, Anban Pillay +1
Finding solutions to systems of linear equations is a common prob\-lem in many areas of science and engineering, with much potential for a speedup on quantum devices. While the Har…
Digital simulation of convex mixtures of Markovian and non-Markovian single qubit Pauli channels on NISQ devices
I J David, I Sinayskiy, F Petruccione
Quantum algorithms for simulating quantum systems provide a clear and provable advantage over classical algorithms in fault-tolerant settings. There is also interest in quantum alg…
A Comparison of Various Classical Optimizers for a Variational Quantum Linear Solver
Aidan Pellow-Jarman, Ilya Sinayskiy, Anban Pillay +1
Variational Hybrid Quantum Classical Algorithms (VHQCAs) are a class of quantum algorithms intended to run on noisy intermediate-scale quantum (NISQ) devices. These algorithms empl…