Search Results - "Vivo, Pierpaolo"
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From non-ergodic eigenvectors to local resolvent statistics and back: A random matrix perspective
Published in Europhysics letters (01-08-2016)“…We study the statistics of the local resolvent and non-ergodic properties of eigenvectors for a generalised Rosenzweig-Porter random matrix model, undergoing…”
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A percolation model for the emergence of the Bitcoin Lightning Network
Published in Scientific reports (11-03-2020)“…The Lightning Network is a so-called second-layer technology built on top of the Bitcoin blockchain to provide “off-chain” fast payment channels between users,…”
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3
A minimalistic model of bias, polarization and misinformation in social networks
Published in Scientific reports (26-03-2020)“…Online social networks provide users with unprecedented opportunities to engage with diverse opinions. At the same time, they enable confirmation bias on large…”
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4
Maximal modularity and the optimal size of parliaments
Published in Scientific reports (14-07-2021)“…An important question in representative democracies is how to determine the optimal parliament size of a given country. According to an old conjecture, known…”
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Universal transient behavior in large dynamical systems on networks
Published in Physical review research (12-06-2020)“…We analyze how the transient dynamics of large dynamical systems in the vicinity of a stationary point, modeled by a set of randomly coupled linear…”
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Number of relevant directions in principal component analysis and Wishart random matrices
Published in Physical review letters (18-05-2012)“…We compute analytically, for large N, the probability P(N+,N) that a N×N Wishart random matrix has N+ eigenvalues exceeding a threshold Nζ, including its large…”
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Ranking influential nodes in networks from aggregate local information
Published in Physical review research (22-08-2023)“…Many complex systems exhibit a natural hierarchy in which elements can be ranked according to a notion of “influence”. While the complete and accurate…”
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Cost of excursions until first crossing of the origin for random walk and Lévy flights: An exact general formula
Published in Physical review research (01-10-2024)“…We consider a discrete-time random walk on a line starting at x 0 ≥ 0 where a cost is incurred at each jump. We obtain an exact analytical formula for the…”
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Price of information in games of chance: A statistical physics approach
Published in Physical review research (01-09-2024)“…Information in the form of , which can be stored and transferred between users, can be viewed as an intangible commodity, which can be traded in exchange for…”
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10
"Spectrally gapped" random walks on networks: a Mean First Passage Time formula
Published in SciPost physics (01-11-2021)“…We derive an approximate but explicit formula for the Mean First Passage Time of a random walker between a source and a target node of a directed and weighted…”
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Graphie: A network-based visual interface for the UK's primary legislation [version 1; peer review: 2 approved]
Published in F1000 research (2023)“…Background: legislation.gov.uk is a platform that enables users to explore and navigate the many sections of the UK's legal corpus through its well-designed…”
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Distributions of conductance and shot noise and associated phase transitions
Published in Physical review letters (21-11-2008)“…For a chaotic cavity with two identical leads each supporting N channels, we compute analytically, for large N, the full distribution of the conductance and…”
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13
Cavity and replica methods for the spectral density of sparse symmetric random matrices
Published in SciPost physics lecture notes (10-08-2021)“…We review the problem of how to compute the spectral density of sparse symmetric random matrices, i.e. weighted adjacency matrices of undirected graphs…”
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14
Random matrix approach to collective behavior and bulk universality in protein dynamics
Published in Physical review letters (31-12-2009)“…Covariance matrices of amino acid displacements, commonly used to characterize the large-scale movements of proteins, are investigated through the prism of…”
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15
Equilibrium strategy and population-size effects in lowest unique bid auctions
Published in Physical review letters (22-02-2012)“…In lowest unique bid auctions, N players bid for an item. The winner is whoever places the lowest bid, provided that it is also unique. We use a grand…”
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Distribution of centrality measures on undirected random networks via the cavity method
Published in Proceedings of the National Academy of Sciences - PNAS (01-10-2024)“…The Katz centrality of a node in a complex network is a measure of the node's importance as far as the flow of information across the network is concerned. For…”
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Distribution of centrality measures on undirected random networks via the cavity method
Published in Proceedings of the National Academy of Sciences - PNAS (01-10-2024)“…The Katz centrality of a node in a complex network is a measure of the node's importance as far as the flow of information across the network is concerned. For…”
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18
Large Deviations of Radial Statistics in the Two-Dimensional One-Component Plasma
Published in Journal of statistical physics (01-09-2016)“…The two-dimensional one-component plasma is an ubiquitous model for several vortex systems. For special values of the coupling constant β q 2 (where q is the…”
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Universal covariance formula for linear statistics on random matrices
Published in Physical review letters (15-08-2014)“…We derive an analytical formula for the covariance cov(A,B) of two smooth linear statistics A=[under ∑]ia(λ_{i}) and B=[under ∑]ib(λ_{i}) to leading order for…”
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20
Entanglement production in nonideal cavities and optimal opacity
Published in Physical review. B, Condensed matter and materials physics (03-07-2013)“…We compute analytically the distributions of concurrence C and squared norm N for the production of electronic entanglement in a chaotic quantum dot. The dot…”
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