Tiziano Squartini

IMT School for Advanced Studies Lucca (from arXiv:2107.02650, 2021) · ORCID · OpenAlex

30 papers in scope · 30 published · 2 on the econ.EM arXiv · 945 citations · h-index 13 (over the papers listed here)

Papers

Show only papers in our arXiv econ.EM corpus (3 of 30)

A Bayesian approach to out-of-sample network reconstruction

published2026 · Communications Physics

with M. Marzi, Mattia Marzi

Communications Physics

Inferring firm-level supply chain networks with realistic systemic risk from industry sector-level data

published2026 · Scientific Reports

with Massimiliano Fessina, Giulio Cimini, Pablo Astudillo-Estévez, Stefan Thurner, Diego Garlaschelli

Scientific Reports

Reproducing the first and second moments of empirical degree distributions

published2026 · Physical Review Research

with Mattia Marzi, Francesca Giuffrida, Diego Garlaschelli

Physical Review Research

Description length of canonical and microcanonical models

published2025 · Physical Review Research · 1 citations · first circulated 2023

with Francesca Giuffrida, Peter Grünwald, Diego Garlaschelli

Physical Review Research

Spectral signatures of structural change in financial networks

published2025 · Chaos Solitons & Fractals · first circulated 2024

with Valentina Macchiati, Emiliano Marchese, Piero Mazzarisi, Diego Garlaschelli

Chaos Solitons & Fractals

Exploring the Mesoscopic Structure of Bitcoin During its First Decade of Life

published2025 · Ledger · 1 citations

with Nicolò Vallarano, Claudio J. Tessone

Ledger

Assessing frustration in real-world signed networks: A statistical theory of balance

published2024 · Physical Review Research · 4 citations

with Anna Gallo, Diego Garlaschelli

Physical Review Research

Pattern detection in bipartite networks: A review of terminology, applications, and methods

published2024 · PLOS complex systems. · 13 citations · first circulated 2023

with Zachary P. Neal, Annabell Cadieux, Diego Garlaschelli, Nicholas J. Gotelli, Fabio Saracco, Shade T. Shutters, Werner Ulrich, Guanyang Wang, Giovanni Strona, Annabel Cadieux

PLOS complex systems.

Mesoscopic structure of the stock market and portfolio optimization

published2024 · Journal of Economic Interaction and Coordination · 1 citations · first circulated 2021

with Sebastiano Michele Zema, Giorgio Fagiolo, Diego Garlaschelli

Journal of Economic Interaction and Coordination

Author Correction: Tracing two decades of carbon emissions using a network approach

published2024 · Scientific Reports

with G. M. Guidi, Rossana Mastrandrea, Angelo Facchini, Christopher Kennedy

Scientific Reports

Tracing two decades of carbon emissions using a network approach

published2024 · Scientific Reports · 6 citations · first circulated 2023

with G. M. Guidi, Rossana Mastrandrea, Angelo Facchini, Christopher Kennedy

Scientific Reports

Pattern-detection in the global automotive industry: A manufacturer-supplier-product network analysis

published2024 · Chaos Solitons & Fractals · 15 citations · first circulated 2023

with Massimiliano Fessina, Andrea Zaccaria, Giulio Cimini

Chaos Solitons & Fractals

Inferring comparative advantage via entropy maximization

published2023 · Journal of Physics Complexity · 6 citations

with Matteo Bruno, Dario Mazzilli, Aurelio Patelli, Fabio Saracco

Journal of Physics Complexity

Deterministic, quenched, and annealed parameter estimation for heterogeneous network models

published2023 · Physical review. E · 1 citations

with Marzio Di Vece, Diego Garlaschelli

Paper profile Physical review. E arXiv:2303.02716

Reconciling econometrics with continuous maximum-entropy network models

published2022 · Chaos Solitons & Fractals · 3 citations

with Marzio Di Vece, Diego Garlaschelli

Paper profile Chaos Solitons & Fractals arXiv:2210.01179

The weighted Bitcoin Lightning Network

published2022 · Chaos Solitons & Fractals · 23 citations · first circulated 2021

with Jianhong Lin, Emiliano Marchese, Claudio J. Tessone, Jian-Hong Lin

Chaos Solitons & Fractals

Gravity models of networks: Integrating maximum-entropy and econometric approaches

published2022 · Physical Review Research · 8 citations · first circulated 2021

with Marzio Di Vece, Diego Garlaschelli

Paper profile Physical Review Research arXiv:2107.02650

Reconstructing firm-level interactions in the Dutch input–output network from production constraints

published2022 · Scientific Reports · 29 citations · first circulated 2021

with Leonardo Niccolò Ialongo, Camille de Valk, Emiliano Marchese, F. Jansen, Hicham Zmarrou, Diego Garlaschelli

Scientific Reports

Networked partisanship and framing: A socio-semantic network analysis of the Italian debate on migration

published2021 · PLoS ONE · 31 citations

with Tommaso Radicioni, Elena Pavan, Fabio Saracco

PLoS ONE

Fast and scalable likelihood maximization for Exponential Random Graph Models with local constraints

published2021 · Scientific Reports · 50 citations

with Nicolò Vallarano, Matteo Bruno, Emiliano Marchese, Giuseppe Di Trapani, Fabio Saracco, Giulio Cimini, Mario Zanon

Scientific Reports

The physics of financial networks

published2021 · Nature Reviews Physics · 269 citations

with Marco Bardoscia, Paolo Barucca, Stefano Battiston, Fabio Caccioli, Giulio Cimini, Diego Garlaschelli, Fabio Saracco, Guido Caldarelli

Nature Reviews Physics

Complexity in Neural and Financial Systems: From Time‐Series to Networks

published2018 · Complexity · 11 citations

with Andrea Gabrielli, Diego Garlaschelli, Tommaso Gili, Angelo Bifone, Fabio Caccioli

Complexity

Enhanced capital-asset pricing model for the reconstruction of bipartite financial networks

published2017 · Physical review. E · 40 citations · first circulated 2016

with Assaf Almog, Guido Caldarelli, Iman van Lelyveld, Diego Garlaschelli, Giulio Cimini

Physical review. E

Inferring monopartite projections of bipartite networks: an entropy-based approach

published2017 · New Journal of Physics · 118 citations · first circulated 2016

with Fabio Saracco, Mika J. Straka, Riccardo Di Clemente, Andrea Gabrielli, Guido Caldarelli

New Journal of Physics

The double role of GDP in shaping the structure of the International Trade Network

published2017 · International Journal of Computational Economics and Econometrics · 12 citations · first circulated 2015

with Assaf Almog, Diego Garlaschelli

International Journal of Computational Economics and Econometrics

Multiplexity and multireciprocity in directed multiplexes

published2016 · Physical review. E · 28 citations

with Valerio Gemmetto, Francesco Picciolo, Franco Ruzzenenti, Diego Garlaschelli

Physical review. E

Hierarchical organization of functional connectivity in the mouse brain: a complex network approach

published2016 · Scientific Reports · 47 citations

with Giampiero Bardella, Angelo Bifone, Andrea Gabrielli, Alessandro Gozzi

Scientific Reports

Information Recovery in Behavioral Networks

published2015 · PLoS ONE · 11 citations

with Enrico Ser-Giacomi, Diego Garlaschelli, George G. Judge

PLoS ONE

A GDP-driven model for the binary and weighted structure of the International Trade Network

published2015 · New Journal of Physics · 36 citations · first circulated 2014

with Assaf Almog, Diego Garlaschelli

New Journal of Physics

Early-warning signals of topological collapse in interbank networks

published2013 · Scientific Reports · 181 citations

with Iman van Lelyveld, Diego Garlaschelli

Scientific Reports

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.