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Quantum Computing for Optimization Problems in Synchrotron Radiation Facilities and Free Electron Lasers

Authors: Kourousias, George; Ippoliti, Matteo; Guzzi, Francesco; Billè, Sara; Pugliese, Roberto; Billè, Fulvio;

Quantum Computing for Optimization Problems in Synchrotron Radiation Facilities and Free Electron Lasers

Abstract

The advancement of quantum technologies is expected to pave the way for what we refer to as practical Quantum Computing (pQC). pQC should provide solutions to certain problems, superior to those offered by the classical computational paradigm. The QC field is in development but has not taken its final form yet. In an attempt to define requirements for its practical use, this research reviews the current state of QC services as provided by IBM, Google, Microsoft , Rigetti and D-Wave, and proposes potential applications in the synchrotron radiation facility Elettra Sincrotrone Trieste. This research has concentrated its focus on potential applications that may benefit from using QC for Optimization problems even if it acknowledges other uses in fields like those of simulation modelling and information theory. In specific, this work starts by hinting on the optimisation needs for accelerator control till beamline end-station uses in scientific applications like X-ray Fluorescence data fitting and Ptychography reconstructions. The connection of QC to specific practical optimisation problems in a synchrotron and a Free Electron Laser may serve as a partial guideline for the future development of the field.

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Keywords

FEL, Ptychography, spectroscopy, X-ray Fluorescence, optimisation, synchrotron, microscopy, pQC, quantum computing

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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