23 citations · 30 across the 7 of their papers we have counts for
7 papers · 1 filter
Revealing Many-Body Phases at finite temperatures through Quantum Coherence Distribution
Antonio Palamara, Nicola Lo Gullo, Antonello Sindona +1
We introduce a diagnostic framework based on the full probability distribution of quantum coherence to probe single-particle and many-body phases at finite temperature. We first ap…
Full Quantum Work Statistics for Non-Homogeneous Many-Body Systems
Antonio Palamara, Francesco Plastina, Antonello Sindona +1
The nonequilibrium thermodynamics of interacting quantum many-body systems is investigated within the framework of thermal time-dependent density functional theory using a generali…
Efficient Variational Quantum Algorithms for the Generalized Assignment Problem
Carlo Mastroianni, Francesco Plastina, Jacopo Settino +1
Quantum algorithms offer a compelling new avenue for addressing difficult NP-complete optimization problems, such as the Generalized Assignment Problem (GAP). Given the operational…
Assessing Projected Quantum Kernels for the Classification of IoT Data
Francesco D'Amore, Luca Mariani, Carlo Mastroianni +4
The use of quantum computing for machine learning is among the most promising applications of quantum technologies. Quantum models inspired by classical algorithms are developed to…
Thermal density functional theory approach to quantum thermodynamics
Antonio Palamara, Francesco Plastina, Antonello Sindona +1
Understanding the thermodynamic properties of many-body quantum systems and their emergence from microscopic laws is a topic of great significance due to its profound fundamental i…
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…
Out of equilibrium thermodynamics of quantum harmonic chains
A. Carlisle, L. Mazzola, M. Campisi +7
The thermodynamic implications for the out-of-equilibrium dynamics of quantum systems are to date largely unexplored, especially for quantum many-body systems. In this paper we inv…