104 citations · 537 across the 20 of their papers we have counts for
17 papers · 1 filter
Quantum algorithms for topological and geometric analysis of big data
Seth Lloyd, Silvano Garnerone, Paolo Zanardi
Extracting useful information from large data sets can be a daunting task. Topological methods for analyzing data sets provide a powerful technique for extracting such information.…
Pure state thermodynamics with matrix product states
Silvano Garnerone
We extend the formalism of pure state thermodynamics to matrix product states. In pure state thermodynamics finite temperature properties of quantum systems are derived without the…
Generalized quantum microcanonical ensemble from random matrix product states
Silvano Garnerone, Thiago R. de Oliveira
We propose a tensor network algorithm for the efficient sampling of quantum pure states belonging to a generalized microcanonical ensemble. The algorithm consists in an adaptation…
Phase transition of light on complex quantum networks
Arda Halu, Silvano Garnerone, Alessandro Vezzani +1
Recent advances in quantum optics and atomic physics allow for an unprecedented level of control over light-matter interactions, which can be exploited to investigate new physical…
Thermodynamic formalism for dissipative quantum walks
Silvano Garnerone
We consider the dynamical properties of dissipative continuous-time quantum walks on directed graphs. Using a large-deviation approach we construct a thermodynamic formalism allowi…
Adiabatic quantum algorithm for search engine ranking
Silvano Garnerone, Paolo Zanardi, Daniel A. Lidar
We propose an adiabatic quantum algorithm for generating a quantum pure state encoding of the PageRank vector, the most widely used tool in ranking the relative importance of inter…