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Publications

Predictability of temporal network dynamics in normal ageing and brain pathology

Caligiuri, Annalisa; Papo, David; Yener, Görsev; Güntekin, Bahar; Galla, Tobias; Lacasa, Lucas; Zanin, Massimiliano
Journal of Complex Networks 14, cnaf058 (2026)

The structure of global delay propagation in air transport

Blanco, Josu; Tugores, Antònia; Ramasco, José J.; Zanin, Massimiliano
Transportation Research Part E: Logistics and Transportation Review 208, 104688 (2026)

Structural transitions induced by adaptive rewiring in networks with fixed states

Cárdenas-Sabando, R.; Cosenza, M. G. ; González-Avella, J.C.
Submitted (2026)

Quantum reservoir computing in Jaynes-Cummings models: Nonlinear memory and time-series prediction

Das, Sreetama; Giorgi, Gian Luca; Zambrini, Roberta
Submitted (2026)

Rosetta Stone of Neural Mass Models

Castaldo, Francesca; de Palma Aristides, Raul; Clusella, Pau; Garcia-Ojalvo, Jordi; Ruffini, Giulio
Submitted (2026)

Universality of noise-induced transitions in nonlinear voter models

Llabrés, Jaume; San Miguel, Maxi; Toral, Raúl
Phys. Rev. Research 8, 013-015 (2026)

Impact of behavioral heterogeneity on epidemic outcome and its mapping into effective network topologies

Mazza, Fabio; Ricci, Gabriele; Colaiori, Francesca; Guarino, Stefano; Meloni, Sandro; Saracco, Fabio
Physical Review E 113, 014306 (2026)

Hardware friendly deep reservoir computing

Gallicchio, Claudio; Soriano, Miguel C.
Neural Networks 193, 108079 (2026)

Assessing discrete time series irreversibility through detailed balance analysis

Zanin, Massimiliano
Chaos, Solitons & Fractals 203, 117717 (2026)

Criticality and increased intrinsic neural timescales in stroke

Wu, Kaichao; Jelfs, Beth; Fang, Qiang; L. Gollo, Leonardo
npj Systems Biology and Applications 12, 4 (2026)

Gremban Expansion for Signed Networks: Algebraic and Combinatorial Foundations for Community-Faction Detection

Diaz-Diaz, Fernando; Devriendt, Karel; Lambiotte, Renaud
Submitted (2026)

Heterogeneous consensus dynamics through reaction–diffusion models on graphs/networks

Miranda, M.; Moreno-Spiegelberg, P., Estrada, Ernesto
Communications in Nonlinear Science and Numerical Simulation 153, 109160 (2026)

Improving prediction region accuracy in marine animal movement with temporal fusion transformer

Medina Hernández, Jorge; Rodríguez, Jorge P.; McMahon, Clive R.; Sequeira, Ana M.M; Eguiluz, Víctor M.
Scientific Reports 16, 297 (2026)

Quantum Time Crystal Clock and its Performance

Viotti, Ludmila; Huber, Marcus; Fazio, Rosario; Manzano, Gonzalo
Physical Review Letters 135, 067101 (2026)

Signed Networks: theory, methods, and applications

Diaz-Diaz, Fernando; Elena Candellone, Elena; Miguel A. González-Casado; Miguel A.; Fraxanet, Emma; Vendeville, Antoine; Ferri, Irene; Teixeira, Andreia Sofia
Submitted (2026)

Stochastic Thermodynamics of Social Imitation beyond Energetics

Irisarri, Luis; Trigal, Lucas; Toral, Raúl; Manzano, Gonzalo
Submitted (2026)

The KPZ equation of kinetic interface roughening: A variational perspective}

Wio, Horacio S. Wio; Deza, Roberto R.; Revelli, Jorge A.; Gallego, Rafael; Garcia-Garcia; Reinaldo and Rodriguez, Miguel A.
Entropy 28, 55 (1-17) (2026)

Graph dynamical geometrization: A Diffusion-Based Formulation

Estrada, Ernesto
Submitted (2025)

Graph/network reduction based on communicability vertex similarity

Grass-Boada, D. H., de la Nuez, R., Estrada, E.
Submitted (2025)

Space-time duality for fractional powers of operators and graph Laplacians

Estrada, E.; Lizama, C.
Submitted (2025)

The geometry of the tight-binding method for modelling molecular systems

Bermudez-Montaña, M.; Estrada, E.
Submitted (2025)

To what extent does network bipartivity shape the spreading of sexually transmitted diseases?

Estrada, Ernesto
Submitted (2025)

What is a proper graph Laplacian? An operator-theoretic framework for graph diffusion.

Estrada, Ernesto
Special Matrices 13, (2025)

A Network Science approach to Human Interactions across Physical and Digital Spaces

Arregui García, Beatriz (Supervisor: S. Meloni)
PhD Thesis (2025)

Aszimmetrikus qubitkonfigurációk vizsgálata a félig eszközfüggetlen kvantumhitelesítés eszközeivel

Veres,Gergő;Drótos,Gábor
Fizikai és Elektrotechnikai Szeminárium 2025 kiadványa, Miskolci Egyetem (Miskolc, Hungary), (2025)

Opinion dynamics in social networks: from models to data

Peralta,Antonio F.; Kertész,János; Iñiguez,Gerardo
in Handbook of Computational Social Science (edited by Taha Yasseri), Edward Elgar Publishing, 384-407 (2025)

Certifying asymmetry in the configuration of three qubits

Taoutioui,Abdelmalek;Drótos,Gábor;Vértesi,Tamás
New Journal of Physics 27, 124501 (2025)

A large-scale data set of aircraft interaction networks

López-Martín, Raúl; Zanin, Massimiliano
PLOS One 20, e0336909 (2025)

irreversibility: A Python Package for Assessing and Manipulating the Time Irreversibility of Real-World Time Series

Zanin, Massimiliano
Entropy 27, e27111146 (2025)

A generalizable deep learning framework for large-scale mapping of seagrass habitats

Giménez-Romero, Àlex; Ferchichi, Dhafer; Moreno-Spiegelberg, Pablo; Sintes, Tomàs; Matías, Manuel A.
Ecological Indicators 180, 114349 (1-12) (2025)

Quantum dynamics of solitons in a relativistic field equation

Cucurull, Joan (Supervisor: Gomila, Damià)
Master Thesis (2025)

A statistical complexity measure can differentiate Go/NoGo trials during a visual-motor task using human electroencephalogram data

Carlos, Francisco Leandro P.; Navas, María Carla; Coelho da Paz, Ícaro Rodolfo Soares; Bordini de Lucas, Helena; Monteiro Ubirakitan, Maciel; Rodrigues, Marcelo Cairrão Araújo; Aguilar Domingo, Moisés; Herrera-Gutiérrez, Eva; Rosso, Osvaldo A.; Bavassi, Luz; Matias, Fernanda S.
Physica D 483, 134955 (2025)

Large scale statistically validated comorbidity networks

Crisafulli, Paride; Galla, Tobias; Karlsson, Antti; Piilo, Jyrki; Mantegna, Rosario N
EPJ Data Science (in press) , (2025)

Inferring leader-follower behavior from presence data in the marine environment: A case study on Reef Manta Rays

Fernández-Gracia,Juan;Rodríguez,Jorge P.;Peel,Lauren R.;Klemm,Konstantin;Meekan,Mark G.;Eguíluz,Víctor M.
PLOS Complex Systems 2, e0000073 (2025)

Certifying quantum enhancements in thermal machines beyond the Thermodynamic Uncertainty Relation

Almanza-Marrero,José A.;Manzano,Gonzalo
Quantum 9, 1878 (2025)

SynthATDelays: A Minimalist Python Package for the Generation of Synthetic Air Transport Delay Data

Büth, Carlson; Zanin, Massimiliano
Aerospace 12, 900 (2025)

Wigner's friend scenarios: on what to condition and how to verify the predictions

del Santo, Flavio; Manzano, Gonzalo; Brukner, Caslav
Physical Review Research 7, 033279 (2025)

Solitons, chaos, and quantum phenomena: a deterministic approach to the Schrödinger equation

Gomila, Damià
Physical Review Research 7, 033276 (2025)

Global Balance and Systemic Risk in Financial Correlation Networks

Bartesaghi, Paolo; Diaz-Diaz, Fernando; Grassi, Rosanna; Uberti, Pierpaolo
Physica A 674, 130698 (2025)

Transfer learning-enhanced deep reinforcement learning for aerodynamic airfoil optimisation subject to structural constraints

Ramos, David; Lacasa, Lucas; Valero, Eusebio; Rubio, Gonzalo
Physics of Fluids 37, (2025)

An integrated computational approach for diversity-sensitive personalized medicine

Carlos Coronel-Oliveros, Marilyn Gatica, Rubén Herzog, Matteo Neri
Neuroscience 584, 127-137 (2025)

Flow spatial structure determines pattern instabilities in nonlocal models of population dynamics

Silvano, Nathan O. ; Valeriano, João; Hernández-García, Emilio; López, Cristóbal; Martinez-Garcia, Ricardo
Communications Physics 8, 326 (1-12) (2025)

infomeasure: a comprehensive Python package for information theory measures and estimators

Büth, Carlson M.; Acharya, Kishor; Zanin, Massimiliano
Scientific Reports 15, 29323 (2025)

A systematic review of ecosystem services analysis and network theory

Casali,Ylenia; Balbi, Stefano; Eguíluz, Víctor M.
PLOS Complex systems 2, e0000054 (2025)

Gambling Carnot Engine

Tohme, Tarek; Bedoya, Valentina; di Bello, Costantino; Bresque, Léa; Manzano, Gonzalo; Roldán, Édgar
Physical Review Letters 135, 06710 (2025)

A spatial numerical model for seagrass–herbivore interactions and the formation of reef halos

Llabrés, E.; Innes-Gold, A.A.; DiFiore, B.; Sintes, T.; E Madin, E.
Coral Reefs 44, 1587-1599 (2025)

Monitoring the Resilience of Seagrass Meadows from Satellite Meadows from Satellite Imagery Using Machine Learning

del Campo González, Elena (Supervisors: Matias, Manuel A.; Giménez-Romero, À.)
Master Thesis (2025)

Balance with Memory in Signed Networks via Mittag-Leffler Matrix Functions

Tian, Y.; Estrada, E.
SIAM Journal on Matrix Analysis and Applications 46, 1460-1483 (2025)

Forman–Ricci communicability curvature of graphs and networks

Estrada, Ernesto
European Journal of Applied Mathematics , 1-25 (2025)

Geometries of mixed graphs in complex vector spaces. Hierarchies and clusters in complex networks

Estrada, Ernesto
Mathematical Methods for Natural Phenomena 20, (2025)

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