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- Istituto Nazionale di Fisica Nucleare, Sezione di TriesteIT79 papers
- Trieste Astronomical ObservatoryIT79 papers
- Institute for Fundamental Physics of the UniverseIT78 papers
- Scuola Internazionale Superiore di Studi AvanzatiIT78 papers
- Ludwig-Maximilians-Universität MünchenDE75 papers
- Max Planck Institute for AstronomyDE75 papers
- University of BolognaIT75 papers
- University of TriesteIT75 papers
- University of EdinburghGB74 papers
- Astronomical Observatory of CapodimonteIT73 papers
- Brera Astronomical ObservatoryIT73 papers
- California Institute of TechnologyUS73 papers
6 papers · 1 filter
Traveling Salesman Problem with a preprocessing method for classical and quantum optimization
Alessia Ciacco, Luigi Di Puglia Pugliese, Francesca Guerriero
The Traveling Salesman Problem is a fundamental combinatorial optimization problem widely studied in operations research. Despite its simple formulation, it remains computationally…
Quantum enhanced stratification of Breast Cancer: exploring quantum expressivity for real omics data
Valeria Repetto, Elia Giuseppe Ceroni, Giuseppe Buonaiuto +1
Quantum Machine Learning (QML) is considered one of the most promising applications of Quantum Computing in the Noisy Intermediate Scale Quantum (NISQ) era for the impact it is tho…
Machine learning with sub-diffraction resolution in the photon-counting regime
Giuseppe Buonaiuto, Cosmo Lupo
The resolution of optical imaging is classically limited by the width of the point-spread function, which in turn is determined by the Rayleigh length. Recently, spatial-mode demul…
Variational Quantum Algorithms for the Allocation of Resources in a Cloud/Edge Architecture
Carlo Mastroianni, Francesco Plastina, Jacopo Settino +1
Modern Cloud/Edge architectures need to orchestrate multiple layers of heterogeneous computing nodes, including pervasive sensors/actuators, distributed Edge/Fog nodes, centralized…
Assessing Quantum Computing Performance for Energy Optimization in a Prosumer Community
Carlo Mastroianni, Francesco Plastina, Luigi Scarcello +2
The efficient management of energy communities relies on the solution of the "prosumer problem", i.e., the problem of scheduling the household loads on the basis of the user needs,…
Quantum Computing Approach for Energy Optimization in a Prosumer Community
Carlo Mastroianni, Luigi Scarcello, Jacopo Settino
This paper presents a quantum approach for the formulation and solution of the prosumer problem, i.e., the problem of minimizing the energy cost incurred by a number of users in an…