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Author Archives: quantum
Machine learning for excitation energy transfer dynamics
The latest paper with Kimara Naicker and Ilya Sinayskiy was just published in Physical Review Research. Abstract: A wellknown approach to describe the dynamics of an open quantum system is to compute the master equation evolving the reduced density matrix of … Continue reading
Posted in Open Quantum Systems
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Compact quantum kernel-based binary classifier
My first paper with Stellenbosch University affiliation was published in Quantum Science and Technology. Abstract: Quantum computing opens exciting opportunities for kernel-based machine learning methods, which have broad applications in data analysis. Recent works show that quantum computers can efficiently … Continue reading
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Measure of invertible dynamical maps under convex combinations of noninvertible dynamical maps
The latest paper with Vinayak Jagadish and R. Srikanth was just published in Physical Review A.
Posted in Quantum Computing
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Prof Francesco Petruccione joined SU
Prof Francesco Petruccione joined Stellenbosch University on 1 May 2022.
Posted in General
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Quantum@SUN is a new website in progress
Welcome to quantum.sun.ac.za. The page will display all things “quantum” at Stellenbosch University.
Posted in General
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