Optimal cost tuning of frustration: Achieving desired states in the Kuramoto-Sakaguchi model
Gemma Rosell-Tarragó and Albert Díaz-Guilera
Physical Review E
103
012216
(2021)
abstract
Functionability in complex networks: Leading nodes for the transition from structural to functional networks through remote asynchronization
Gemma Rosell-Tarrago, Albert Diaz-Guilera
Chaos
30
013105
(2020)
abstract
Benchmarking seeding strategies for spreading processes in social networks: an interplay between influencers, topologies and sizes
Montes, F.; Jaramillo, A.M.; Meisel, J.D.; Diaz-Guilera, A.; Valdivia, J.A.; Sarmiento, O.L.; Zarama, R.
Scientific Reports
10
3666
(2020)
abstract
Flocking-enhanced social contagion
Demian Levis, Albert Diaz-Guilera, Ignacio Pagonabarraga, and Michele Starnini
Phys Rev Research
2
032056
(2020)
abstract
Comparing spatial networks: A one-size-fits-all efficiency-driven approach
Ignacio Morer, Alessio Cardillo, Albert Díaz-Guilera, Luce Prignano, and Sergi Lozano
Physical Review E
101
042301
(2020)
abstract
Assessing diversity in multiplex networks
Laura C. Carpi, Tiago A. Schieber, Panos M. Pardalos, Gemma Marfany, Cristina Masoller, Albert Díaz-Guilera and Martín G. Ravetti
Scientific Reports
9
4511
(2019)
abstract
An Innovative Online Tool to Self-evaluate and Compare Participatory Research Projects Labelled as Science Shops or Citizen Science
Anne-Sophie Gresle, Anna Cigarini, Leonardo de la Torre Avila, Irene Jimeno, Franco Bagnoli, Herman Dempere, Mireia Ribera, Eloi Puertas, Josep Perelló and María Jesús Pinazo
Internet Science
11938
(2019)
abstract
Mapping individual behavior in financial markets: synchronization and anticipation
Mario Gutiérrez-Roig, Javier Borge-Holthoefer, Alex Arenas and Josep Perelló
EPJ Data Science
8
10
(2019)
abstract
Anomalous diffusion under stochastic resettings: A general approach
Jaume Masoliver and Miquel Montero
Phys Rev. E
100
042103
(2019)
abstract
Mercator: uncovering faithful hyperbolic embeddings of complex networks
Guillermo García-Pérez, Antoine Allard, Maria Ángeles Serrano and Marián Boguñá
New Journal of Physics
21
123033
(2019)
abstract
static geometric network model, which can accommodate arbitrary degree distributions and reproduces many pivotal properties of real networks, including self-similarity patterns. The algorithm mixes machine learning and maximum likelihood (ML) approaches to infer the coordinates of the nodes in the underlying hyperbolic disk with the best matching between the observed network topology and the geometric model. In its fast mode, Mercator uses a model-adjusted machine learning technique performing dimensional reduction to produce a fast and accurate map, whose quality already outperforms other embedding algorithms in the literature. In the refined Mercator mode, the fast mode embedding result is taken as an initial condition in a ML estimation, which significantly improves the quality of the final embedding. Apart from its accuracy as an embedding tool, Mercator has the clear advantage of systematically inferring not only node orderings, or angular positions, but also the hidden degrees and global model parameters, and has the ability to embed networks with arbitrary degree distributions. Overall, our results suggest that mixing machine learning and ML techniques in a model-dependent framework can boost the meaningful mapping of complex networks.The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks
Michele Starnini, Marián Boguñá and Maria Ángeles Serrano
Scientific Reports
9
13079
(2019)
abstract
Memory-induced complex contagion in epidemic spreading
Xavier R. Hoffmann and Marián Boguñá
New Journal of Physics
21
033034
(2019)
abstract
Geometric randomization of real networks with prescribed degree sequence
Michele Starnini, Elisenda Ortiz and Maria Ángeles Serrano
New Journal of Physics
21
053039
(2019)
abstract
Synchronization invariance under network structural transformations
Lluís Arola-Fernández, Albert Díaz-Guilera, and Alex Arenas
Physical Review E
97
060301
(2018)
abstract
Collective motion of active Brownian particles with polar alignment
Aitor Martín-Gómez, Demian Levis, Albert Díaz-Guilera, and Ignacio Pagonabarraga
Soft Matter
14
2610 2618
(2018)
abstract
A Complex Network Framework to Model Cognition: Unveiling Correlation Structures from Connectivity
Gemma Rosell-Tarragó, Emanuele Cozzo, Albert Díaz-Guilera
Complexity
2018
1918753
(2018)
abstract
The dynamics of norm change in the cultural evolution of language
R. Amato, L. Lacasa, A. Diaz-Guilera and A. Baronchelli
Proceedings of the National Academy of Science of the USA
2018
1721059115
(2018)
abstract
Citizen Social Lab: A digital platform for human behavior experimentation within a citizen science framework
Julián Vicens, Josep Perelló and Jordi Duch
PLoS ONE
13
12
(2018)
abstract
Resource heterogeneity leads to unjust effort distribution in climate change mitigation
Julian Vicens, Nereida Bueno-Guerra, Mario Gutiérrez-Roig, Carlos Gracia-Lázaro, Jesús Gómez-Gardeñes, Josep Perelló, Angel Sánchez, Yamir Moreno and Jordi Duch
PLoS ONE
13
10
(2018)
abstract
Quantitative account of social interactions in a mental health care ecosystem: cooperation, trust and collective action
Anna Cigarini, Julián Vicens, Jordi Duch, Angel Sánchez and Josep Perelló
Scientific Reports
8
3794
(2018)
abstract
Participatory design of citizen science experiments
Enric Senabre, Núria Ferran Ferrer and Josep Perelló
Comunicar
26
54
(2018)
abstract
The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks
Guillermo García-Pérez, Marián Boguñá and Maria Ángeles Serrano
Nature Physics
14
(2018)
abstract
Soft communities in similarity space
Guillermo García-Pérez, Maria Ángeles Serrano and Marián Boguñá
Journal of Statistical Physics
173
(2018)
abstract
Multiscale unfolding of real networks by geometric renormalization
Guillermo García-Pérez, Marián Boguñá and Maria Ángeles Serrano
Natu
14
(2018)
abstract
Metabolic plasticity in synthetic lethal mutants: Viability at higher cost
Francesco Alessandro Massucci, Francesc Sagués and Maria Ángeles Serrano
PLoS Comput Biol
14
1
(2018)
abstract
The geometric nature of weights in real complex networks
Antoine Allard, M. Ángeles Serrano, Guillermo García-Pérez and Marián Boguñá
Nature Communications
8
14103
(2017)
abstract
Quantification of network structural dissimilarities
Tiago A. Schieber, Laura Carpi, Albert Díaz-Guilera, Panos M. Pardalos, Cristina Masoller & Martín G. Ravetti
Nature Communications
8
13928
(2017)
abstract
Synchronization in Dynamical Networks of Locally Coupled Self-Propelled Oscillators
Demian Levis, Ignacio Pagonabarraga, and Albert Díaz-Guilera
Phys. Rev. X
7
011028
(2017)
abstract
Noise-induced polarization switching in complex networks
Jan O. Haerter, Albert Díaz-Guilera, and Maria Ángeles Serrano
Phys. Rev. E
95
(2017)
abstract
Stationary patterns in star networks of bistable units: Theory and application to chemical reactions
Nikos E. Kouvaris, Michael Sebek, Albert Iribarne, Albert Díaz-Guilera, and István Z. Kiss
Phys. Rev. E
95
042203
(2017)
abstract
Food-Bridging: A New Network Construction to Unveil the Principles of Cooking
Tiago Simas, Michal Ficek, Albert Diaz-Guilera, Pere Obrador and Pablo R. Rodriguez
Frontiers in ICT
4
14
(2017)
abstract
Interplay between social infuence and competitive strategical games in multiplex networks
Roberta Amato, Albert Díaz-Guilera and Kaj-Kolja Kleineberg
Scientific Reports
7
7087
(2017)
abstract
Wiring the Past: A Network Science Perspective on the Challenge of Archeological Similarity Networks
Luce Prignano, Ignacio Morer, Albert Diaz-Guilera
Front. Digit. Humanit.
4
13
(2017)
abstract
Influence of topology in the mobility enhancement of pulse-coupled oscillator synchronization
A. Beardo, L. Prignano, O. Sagarra, and A. Díaz-Guilera
Phys. Rev. E
96
062306
(2017)
abstract
Opinion competition dynamics on multiplex networks
R Amato, N E Kouvaris, M San Miguel and A Díaz-Guilera
New J. Phys
19
123019
(2017)
abstract
Making STEM education attractive for young people by presenting key scientific challenges and their impact on our life and career perspectives
Miroslaw Brzozowy, Katarzyna Holownicka, Jacek Bzdak, Pietro Tornese, Francisco Lupiañez -Villanueva, Nick Vovk, Juan José Sáenz de la Torre, Josep Perelló, Isabelle Bonhoure, Evangelia Panou, Giorgos Bampasidis, Athanasios Verdis, Panagiotis Papaspirou
INTED2017 Proceedings
(2017)
abstract
Chimera-like states in modular neural networks
Johanne Hizanidis, Nikos E. Kouvaris, Gorka Zamora-López, Albert Díaz-Guilera & Chris G. Antonopoulos
Scientific Reports
6
19845
(2016)
abstract
The hidden hyperbolic geometry of international trade: World Trade Atlas 1870–2013
Guillermo García-Pérez, Marián Boguñá, Antoine Allard, and M. Ángeles Serrano
Scientific Reports
6
33441
(2016)
abstract
Competition between global and local online social networks
Kaj-Kolja Kleineberg & Marián Boguñá
Sci. Rep.
6
25116
(2016)
abstract
Hidden geometric correlations in real multiplex networks
Kaj-Kolja Kleineberg, Marián Boguñá, M. Ángeles Serrano & Fragkiskos Papadopoulos
Nature Physics
doi:10.1038/nphys3812
(2016)
abstract
Active and reactive behaviour in human mobility: the influence of attraction points on pedestrians
M. Gutiérrez-Roig, O. Sagarra, A. Oltra, J. R. B. Palmer, F. Bartumeus, A. Díaz-Guilera, J. Perelló
Royal Society Open Science
3
160177
(2016)
abstract
Replicator dynamics with diffusion on multiplex networks
R.J. Requejo & A. Diaz-Guilera
Phys. Rev. E
94
022301
(2016)
abstract
Synchronization of mobile chaotic oscillator networks
N. Fujiwara, J. Kurths, A. Diaz-Guilera
Chaos
26
094824
(2016)
abstract
The complex networks of physics
O. Fajardo
(2016)
abstract
The Physics of Complex Networks
A. Quinquillà
(2016)
abstract
Self-Organized Stationary Patterns in Networks of Bistable Chemical Reactions
Nikos E. Kouvaris, Michael Sebek, Alexander S. Mikhailov and Istvan Z. Kiss
Angewandte Chemie International Edition
55
(2016)
abstract
Fractional telegrapher’s equation from fractional persistent random walks
J. Masoliver
Phys. Rev E
93
052107
(2016)
abstract
Nonstationary Feller process with time-varying coefficients
J. Masoliver
Phys Rev E
93
012122
(2016)
abstract
Chimera states in a network-organized public goods game with mutations
Nikos E. Kouvaris, Ruben J. Requejo, Johanne Hizanidis and Albert Diaz-Guilera
Chaos
26
123108
(2016)
abstract
Escaping the avalanche collapse in self-similar multiplexes
M. Angeles Serrano, Lubos Buzna, Marian Boguña
NEW JOURNAL OF PHYSICS
17
53033
(2015)
abstract
