Publications

High-order correlations reveal complex memory in temporal hypergraphs

Gallo, Luca; Lacasa, Lucas; Latora, Vito; Battiston, Federico
, (2024)

Golden Laplacian Graphs

Akhter, S; Frasca, M.; Estrada, E.
Mathematics 12, 613 (2024)

Theoretical and numerical study of the Cahn-Hilliard equation

García Castillo, Juan Antonio (supervisors: Fernandez, Miguel Ángel and Gomila, Damià Gomila)
Master Thesis (2024)

Extinction and coexistence in a binary mixture of proliferating motile disks

Almodovar, Alejandro; Galla, Tobias; López, Cristóbal
Submitted (2024)

Entropy Estimators for Markovian Sequences: A Comparative Analysis

De Gregorio, J.; Sánchez, D.; Toral, R.
Entropy 26, 79 (1-26) (2024)

Communicability cosine distance: similarity and symmetry in graphs/networks

Estrada, E.
Computational and Applied Mathematics 43, (2024)

Reducing blackout risk by segmenting the European power grid with HVDC lines

Gomila, D; Carreras, B.A.; Reynolds-Barredo, J.M.; Martínez-Barbeito, M.; Colet, P.; Gomis-Bellmunt, O.
Submitted (2024)

Ordering dynamics of nonlinear voter models

Ramirez, Lucia; Vazquez, Federico; San Miguel, Maxi ; Galla, Tobias
Physical Review E , (2024)

An effective theory of collective deep learning

Arola-Fernández, Lluís; Lacasa, Lucas
Submitted (2024)

Contrasting Patterns of Pierce’s Disease Risk in European Vineyards Under Global Warming

Giménez-Romero, Àlex; Iturbide, Maialen; Moralejo, Eduardo; Gutiérrez, José M.; Matías, Manuel A.
Submitted (2024)

Pulsed interactions unify reaction-diffusion and spatial nonlocal models for biological pattern formation

Eduardo H. Colombo, Ricardo Martinez-Garcia, Justin M. Calabrese, Cristobal Lopez, Emilio Hernandez-Garcia
Journal of Statistical Mechanics: theory and experiment, to appear , (2024)

Universal spatial properties of coral reefs

Giménez-Romero, Àlex; Matías, Manuel A.; Duarte, Carlos M.
Submitted (2024)

Descifrando el fondo marino desde el espacio con los ojos de la inteligencia artificial

Giménez-Romero, Àlex; Matías, Manuel A.
The Conversation, , (2023)

Calidad del aire: avances y mejores prácticas

Oficina de Ciencia del Congreso de los Diputados; Otros; Ramasco, JJ
Informes de la Oficina de Ciencia del Congreso de los Diputados, , , (2023)

Quantifying the diversity of multiple time series with an ordinal symbolic approach

Zunino, Luciano; Soriano, Miguel C.
Physical Review E 108, 065302 (2023)

Language dynamics within adaptive networks: an agent-based approach of nodes and links coevolution

Charalambous, C.; Sánchez, D.; Toral, R.
Frontiers in Complex Systems 1, 1304448 (1-12) (2023)

What Is in a Simplicial Complex? A Metaplex-Based Approach to Its Structure and Dynamics

Manuel Miranda, Gissell Estrada-Rodríguez and Ernesto Estrada
Entropy 12, 1599 (2023)

Modeling language ideologies for the dynamics of languages in contact

Rosillo-Rodes, Pablo; San Miguel, Maxi; Sanchez, David
Chaos 11, 113117 (1-16) (2023)

Network percolation provides early warnings of abrupt changes in coupled oscillatory systems: An explanatory analysis

Ehstand,Noémie; Donner,Reik V.; López,Cristóbal; Hernández-García, Emilio
Physical Review E 108, 054207 (2023)

Optimisation via encodings: a renormalisation group perspective

Klemm, Konstantin; Mehta, Anita; Stadler, Peter F.
Journal of Physics A 56, 485001 (1-18) (2023)

A compartmental model for Xylella fastidiosa diseases with explicit vector seasonal dynamics

Giménez-Romero, Àlex; Moralejo, Eduardo; Matias, Manuel A.
Phytopathology 113, 1686-1696 (2023)

Identifiability of complex networks

Zanin, Massimiliano; Buldú, J.M.
Frontiers in Physics 11, (2023)

Artificial neural networks through the lens of dynamical systems theory

Danovski, Kaloyan (Supervisors: Lucas Lacasa, Miguel C. Soriano)
Master Thesis (2023)

Age of infection disease modeling: from Kermack and McKendrick to multi-compartment models

Bousakla El Boujdaini, Mustapha (supervisors: Matias, Manuel A.; Giménez-Romero, Alex)
Master Thesis (2023)

Aging effects in Coordination games

Ciardella, Samuele (supervisors: San Miguel, Maxi; Galla, Tobias)
Master Thesis (2023)

Anticipated synchronization in stochastic individual-based models

Ortiz del Campo,David, (Supervisors: Raul Toral, Tobias Galla)
Master Thesis (2023)

Higher-order interactions as stabilising mechanism for competitive communities

Duran Sala, Marc; ( supervisors: Calleja-Solanas, Violeta; Meloni, Sandro)
Master Thesis (2023)

How efficient is air transport? A network perspective

Visa Scheimann, Daniel (supervisor: Zanin, Massimiliano)
Master Thesis (2023)

Non-linear transitions in air transport delays: models and data

Szabó, Zita (supervisor: Zanin, Massimiliano)
Master Thesis (2023)

Augmenting Granger Causality through continuous ordinal patterns

Zanin, Massimiliano
Communications in Nonlinear Science and Numerical Simulation 128, 107606 (2023)

Noisy voter models in switching environments

Caligiuri, Annalisa; Galla, Tobias
Physical Review E 108, 044301 (2023)

Exploiting oscillatory dynamics of delay systems for reservoir computing

Goldmann, Mirko; Fischer, Ingo ; Mirasso, Claudio R.; Soriano, Miguel C.
Chaos 33, 093139 (2023)

Bifurcations in adaptive vascular networks: toward model calibration

Klemm, Konstantin; Martens, Erik Andreas
Chaos 33, 093135 (1-8) (2023)

Niche overlap and Hopfield-like interactions in generalized random Lotka-Volterra systems

Rozas Garcia, Enrique; Crumpton, Mark J; Galla,Tobias
Physical Review E 108, 034120 (2023)

Guest Editorial: Trends in Reservoir Computing

Scardapane, S.; Gallicchio, C.; Micheli, A; Soriano, M. C.
Cognitive Computation 15, 1407-1408 (2023)

Quantum coherence enables hybrid multitask and multisource regimes in autonomous thermal machines

Hammam, Kenza; Manzano, Gonzalo; de Chiara, Gabriele
Submitted (2023)

Entropy production and fluctuation theorems for monitored quantum systems under imperfect detection

Ferri-Cortés, Mar; Almanza-Marreo, José A.; López, Rosa; Zambrini, Roberta; Manzano, Gonzalo
Submitted (2023)

Mean-field dynamics of open quantum systems with collective operator-valued rates: validity and application

Fiorelli, Eliana; Müller, Markus; Lesanovsky, Igor; Carollo, Federico.
New Journal of Physics 25, 083010 (2023)

Endemic infectious states below the epidemic threshold and beyond herd immunity

Aguilar, Javier; Arregui García, Beatriz; Toral, Raúl; Meloni, Sandro; Ramasco, José J.;
Communications Physics 6, 187 (2023)

Network bypasses sustain complexity

Estrada, Ernesto; Gómez-Gardeñes, Jesús; Lacasa, Lucas
PNAS 120, e2305001120 (2023)

Evolutionary games on multilayer networks: coordination and equilibrium selection

Raducha, Tomasz; San Miguel Maxi
Scientific Reports 13, 11818 (2023)

Thermodynamics of computations with absolute irreversibility, unidirectional transitions, and stochastic computation times

Manzano, Gonzalo; Kardeş, Gülce; Roldán, Édgar; Wolpert, David
Submitted (2023)

A Merced de las Redes

Estrada, Ernesto
, Universo de las letras (2023)

Partisan Voter Model: Stochastic description and noise-induced transitions

Llabrés, Jaume; San Miguel, Maxi; Toral, Raul
Phys. Rev. E 108, 054106 (2023)

Irreversibility of symbolic time series: a cautionary tale

Arola-Fernández, Lluís; Lacasa, Lucas
Physical Review E 108, 014201 (2023) 108, 014201 (2023)

Stochastic Entropy Production: Fluctuation Relation and Irreversibility Mitigation in Non-unital Quantum Dynamics

Fiorelli, Eliana; Gherardini, Stefano; Marcantoni, Stefano.
Journal of Statistical Physics 190, 111 (2023)

Mutators can drive the evolution of multi-resistance to antibiotics

Gifford, Danna R.; Berrios Caro, Ernesto; Joerres, Christine; Suñé, Marc; Forsyth, Jessica H.; Bhattacharyya, Anish; Galla, Tobias; Knight Christopher G.
PLOS Genetics 19, e1010791 (2023)

Threshold cascade dynamics on coevolving networks

Min, Byungjoon; San Miguel, Maxi
Entropy 25, 929 (2023)

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