Publicacions

High-order correlations reveal complex memory in temporal hypergraphs

Gallo, Luca; Lacasa, Lucas; Latora, Vito; Battiston, Federico
Nature Communications 15, (2024)

‘Xylella fastidiosa’ y el cambio climático amenazan la viticultura europea: hemos calculado cuánto

Giménez-Romero, Àlex; Moralejo, Eduardo; Matías, Manuel A.
The Conversation, , (2024)

Noisy kinetic-exchange opinion model with aging

Vieira,Allan R.;Llabrés,Jaume;Toral,Raúl;Anteneodo,Celia
Phys. Rev. E 109, 064119 (2024)

Low Cost Carriers Induce Specific and Identifiable Delay Propagation Patterns: An Analysis of the EU and US Systems

Gil-Rodrigo, Sofia; Zanin, Massimiliano
IEEE Access 12, 75323 - 75336 (2024)

Dynamical stability and chaos in artificial neural network trajectories along training

Danovski, Kaloyan; Soriano, Miguel C; Lacasa, Lucas
Frontiers in Complex Systems 2, 1367957 (2024)

Biased versus unbiased numerical methods for stochastic simulations

Aguilar,Javier;Ramasco,Jose J.;Toral,Raúl
Communications Physics 7, 155 (2024)

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

Manzano, Gonzalo; Kardeş, Gülce; Roldán, Édgar; Wolpert, David
Physical Review X , 021026 (2024)

Global warming significantly increases the risk of Pierce's disease epidemics in European vineyards

Giménez-Romero, Àlex; Iturbide, Maialen; Moralejo, Eduardo; Gutiérrez, José M.; Matías, Manuel A.
Scientific Reports 14, 9648 (1-12) (2024)

How representative are air transport functional complex networks? A quantitative validation

Acharya, Kishor; Olivares, Felipe; Zanin, Massimiliano
Chaos 34, 043133 (2024)

Aging in some opinion formation models: a comparative study

Llabrés,Jaume;Oliver-Bonafoux,Sara;Anteneodo,Celia;Toral,Raúl
Physics 6, 515-528 (2024)

Status quo and challenges in air transport management research

Wandelt, Sebastian; Antoniou, Constantinos; Birolini, Sebastian; Delahaye, Daniel; Dresner, Martin; Fu, Xiaowen; Gössling, Stefan; Hong, Seock-Jin; Odoni, Amedeo R.; Zanin, Massimiliano; Zhang, Anming; Zhang, Hui; Zhang, Yahua; Sun, Xiaoqian
Journal of the Air Transport Research Society 2, 100014 (2024)

Reconstructing brain functional networks through identifiability and deep learning

Zanin, Massimiliano; Aktürk, Tuba; Yıldırım, Ebru; Yerlikaya, Deniz; Yener, Görsev; Güntekin, Bahar
Network Neuroscience 8, 241–259 (2024)

Mapping the distribution of seagrass meadows from space with deep convolutional neural networks

Giménez-Romero, Àlex; Ferchichi, Dhafer; Moreno-Spiegelberg, Pablo; Sintes, Tomàs; Matías, Manuel A.
Submitted (2024)

Exploring language relations through syntactic distances and geographic proximity

De Gregorio, Juan; Toral, Raúl; Sánchez, David
Submitted (2024)

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

Hammam, Kenza; Manzano, Gonzalo; de Chiara, Gabriele
Physical Review Research 6, 013310 (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 2024, 034001 (2024)

Signed graphs in data sciences via communicability geometry

Diaz-Diaz, Fernando; Estrada, Ernesto
Submitted (2024)

Deviation from neutral species abundance distributions unveils geographical differences in the structure of diatom communities

Pigani, E; Hay Mele, B; Campese, L; Ser-Giacomi, E; Ribera, M; Iudicone, D; Suweis,S
Science Advances 10, (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 109, 034307 (2024)

An effective theory of collective deep learning

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

Universal spatial properties of coral reefs

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

What is a complex system, after all?

Estrada, E.
Foundations of Science , (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)

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