2. Publications

Publications

Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison

Ilinka Ivanoska; Kire Trivodaliev; Slobodan Kalajdziski; Massimiliano Zanin
Brain Sciences 11 (6), 735 (2021)

Assessing Granger Causality on Irregular Missing and Extreme Data

Zanin, Massimiliano
IEEE Access 9, 75362 - 75374 (2021)

Characteristic signatures of Northern Hemisphere blocking events in a Lagrangian flow network representation of the atmospheric circulation

Ehstand, Noémie; Donner, Reik; López, Cristóbal; Hernández-García, Emilio
Submitted (2021)

Persistent individual bias in a voter model with quenched disorder

Baron, Joseph William
Physical Review E 103, 052309 (2021)

Principles and open questions in functional brain network reconstruction

Korhonen, Onerva; Zanin, Massimiliano; Papo, David
Human Brain Mapping , (2021)

Modeling financial distress propagation on customer-supplier networks

Nin, J; Salbanya, B; Fleurquin, P; Tomas, E; Arenas, A; Ramasco, JJ
Chaos 31, 053119 (2021)

Unveiling the role of plasticity rules in reservoir computing

Morales, Guillermo B.; Mirasso, Claudio R.; Soriano, Miguel C.
Neurocomputing , (2021)

¿A más seguidores, más éxito?: las matemáticas detrás de los 'influencers' y de las redes sociales

Estrada, Ernesto
Periodico ABC, Seccion ABCdario de la Matematicas, , 17 May (2021)

56 GBaud PAM-4 100 km Transmission System with Photonic Processing Schemes

Estébanez, Irene; Li, Shi; Schwind, Janek; Fischer, Ingo; Pachnicke, Stephan; Argyris, Apostolos
Submitted (2021)

Consensus, polarisation and coexistence in a continuous opinion dynamics model with quenched disorder

Baron, Joseph William
Submitted (2021)

Cascading from SARS-CoV-2 to Parkinson’s Disease through Protein-Protein Interactions

Estrada, Ernesto
Viruses 13, 897 (2021)

Framing in multiple public goods games and donation to charities

Cardoso, Felipe M; Meloni, Sandro; Gracia-Lázaro, Carlos; Antonioni, Alberto; Cuesta, José A; Sánchez, Ángel; Moreno, Yamir;
Royal Society Open Science 8, 202117 (2021)

Bath-induced collective phenomena on superconducting qubits: synchronization, subradiance, and entanglement generation

Cattaneo, Marco; Giorgi, Gian Luca; Maniscalco, Sabrina; Paraoanu, Gheorghe Sorin; Zambrini, Roberta
Annalen Der Physik 533, 2100038 (2021)

Uncovering the socioeconomic facets of human mobility

Barbosa, H; Hazarie, S; Dickinson, B;Bassolas, A; Frank, A; Kautz, H; Sadilek, A; Ramasco, JJ; Ghoshal, G
Scientific Reports 11, 8616 (2021)

Predicting hidden structure in dynamical systems

Gauthier, Daniel J.; Fischer, Ingo
Nature Machine Intelligence 3, https://doi.org/10.1038/s42256-021-00329-8 (2021)

Unequal housing affordability across European cities. The ESPON Housing Database, Insights on Affordability in Selected Cities in Europe

Le Goix, R; Ysebaert, R; Giraud, T; Lieury, M; Boulay, G; Coulon, M; Rey-Coyrehourcq, S; Lemoy, R; Ramasco, J J; Mazzoli, M; Colet, P; Theurillat, T; Segessemann, A; Marcińczak, S; Bartosiewicz, B
cybergeo , (2021)

Engineering dissipation with resistive elements in circuit quantum electrodynamics

Cattaneo, Marco; Paraoanu, Gheorghe Sorin
Submitted (2021)

A Fast Transform for Brain Connectivity Difference Evaluation

Zanin, Massimiliano; Ivanoska, Ilinka; Güntekin, Bahar; Yener, Görsev; Loncar-Turukalo, Tatjana; Jakovljevic, Niksa; Sveljo, Olivera; Papo, David
Neuroinformatics , (2021)

Loss of structural balance in stock markets

Ferreira, Eva; Orbe, Susan; Ascorbebeitia, Jone; Álvarez Pereira, Brais; Estrada, Ernesto
Scientific Reports 11, 12230 (1-10) (2021)

The world-wide waste web

Martínez, Johann H; Estrada, Ernesto
Submitted (2021)

Anatomy of digital contact tracing: Role of age, transmission setting, adoption, and case detection

Moreno López, Jesús A.; Arregui García, Beatriz; Bentkowski, Piotr; Bioglio, Livio; Pinotti, Francesco; Boëlle, Pierre-Yves; Barrat, Alain; Colizza, Vittoria; Poletto, Chiara
Science Advances , (2021)

Local characterization of transient chaos on finite times in open systems

Drotos, Gabor; Hernandez-Garcia, Emilio; Lopez, Cristobal
Journal of Physics: Complexity 2, 025014 (1-15) (2021)

Nonlinear forced change and nonergodicity: the case of ENSO-Indian Monsoon and global precipitation teleconnections

Bódai,Tamás;Drótos,Gábor;Ha,Kyung-Ja;Lee,June-Yi;Chung,Eui-Seok
Frontiers in Earth Science 8, 599785 (1-24) (2021)

Collision models can efficiently simulate any multipartite Markovian quantum dynamics

Cattaneo, Marco; De Chiara, Gabriele; Maniscalco, Sabrina; Zambrini, Roberta; Giorgi, Gian Luca
Physical Review Letters 126, 130403 (1-8) (2021)

An ecological approach to structural flexibility in online communication systems

Palazzi,María J.; Solé-Ribalta,Albert; Calleja-Solanas,Violeta; Meloni,Sandro; Plata,Carlos A.; Suweis,Samir; Borge-Holthoefer,Javier;
Nature Communications , (2021)

Fast physical repetitive patterns generation for masking in time-delay reservoir computing

Argyris,Apostolos;Schwind,Janek;Fischer,Ingo
Scientific Reports 11, 6701 (2021)

Gaussian states of continuous-variable quantum systems provide universal and versatile reservoir computing

Nokkala, Johannes;Martínez-Peña, Rodrigo;Giorgi, Gian Luca; Parigi, Valentina;Soriano, Miguel C.;Zambrini, Roberta
Communications Physics 4, 53 (2021)

Dynamical phase transitions in quantum reservoir computing

Martínez-Peña, Rodrigo; Giorgi, Gian Luca; Nokkala, Johannes; Soriano, Miguel C.; Zambrini, Roberta
Submitted (2021)

Sinking microplastics in the water column: simulations in the Mediterranean Sea

de la Fuente, Rebeca; Drotos, Gabor; Hernandez-Garcia, Emilio; Lopez, Cristobal; van Sebille, Erik
Ocean Science 17, 431-453 (2021)

High-speed harvesting of random numbers

Fischer, Ingo; Gauthier, Daniel J.
Science 371 (6532), 889-890 (2021)

Phase transitions in a non-Hermitian Aubry-André-Harper model

Longhi, Stefano
Physical Review B 103, 054203 (1-12) (2021)

nMNSD—A Spiking Neuron-Based Classifier That Combines Weight-Adjustment and Delay-Shift

Susi, G.; Antón-Toro, L. F.; Maestú, F.; Pereda, E.; Mirasso, C.
Frontiers in Neuroscience 15, Article 582608 (2021)

Landscape-induced spatial oscillations in population dynamics

Dornelas, Vivian; Colombo, Eduardo H.; López, Cristóbal; Hernández-García, Emilio; Anteneodo, Celia
Scientific Reports 11, 3470 (1-11) (2021)

Persistent individual bias in a voter model with quenched disorder

Baron, Joseph William
Submitted (2021)

The soundscape of the Anthropocene ocean

Duarte, CM; Chapuis, L; Collin, SP; Costa, DP; Devassy, RP; Eguiluz, VM; Erbe, C; Gordon, TAC; Halpern, BS; Harding, HR; Havlik, MN; Meekan, M; Merchant, ND; Miksis-Olds, JL; Parsons, M; Predragovic, M; et al
Science 371, eaba4658 (2021)

A comparative study between the first and second waves of COVID-19 in the Balearic Islands using machine learning on electronic health records

Khajuria, T.; Pou Goyanes, J. A.; Mirasso C.; Vicente. R.
Submitted , (2021)

Maryland model in optical waveguide lattices

Longhi, Stefano
Optics Letters 46, 637-640 (2021)

A population-based controlled experiment assessing the epidemiological impact of digital contact tracing

Rodríguez, P.; Graña, S.; Álvarez-León, E.E.; Battaglini, M.; Darias, F.J.; Hernán, M.A..; López, R.; Llaneza, P.; Martín, M.C.; Radar Covid Pilot Group; Ramirez-Rubio, O.; Romaní, A.; Suárez-Rodríguez, B.; Sánchez-Monedero, J.; Arenas, A.; Lacasa, L.
Nature Communications 12, 587 (2021)

Neutral Theory for competing attention in social networks

Plata,Carlos A.;Pigani,Emanuele;Azaele,Sandro;Calleja-Solanas,Violeta;Palazzi,María J.;Solé-Ribalta,Albert;Borge-Holthoefer,Javier;Meloni,Sandro;Suweis,Samir;
Physical Review Research 3, 013070 (2021)

Competition delays multi-drug resistance evolution during combination therapy

Berrios-Caro, Ernesto; Gifford, Danna R; Galla, Tobias
Journal of Theoretical Biology 509, 110524 (1-15) (2021)

Editorial on the Research Topic Fundamentals and Applications of AI: An Interdisciplinary Perspective

Eguiluz, V.; Mirasso, C. R.; Vicente, R.
Frontiers in Physics Interdisciplinary Physics 19, (2021)

Integrating theory and experiments to link local mechanisms and ecosystem-level consequences of vegetation patterns in drylands

Martinez-Garcia, Ricardo; Cabal, Ciro; Calabrese, Justin M.; Hernandez-Garcia, Emilio; Lopez, Cristobal; Tarnita, Corina E.; Bonachela, Juan A.
Submitted (2021)

Hubs-biased resistance distances on graphs and networks

Estrada, Ernesto; Mugnolo, Delio
Submitted (2021)

Curvature effects and radial homoclinic snaking

Gomila, Damià; Knobloch, Edgar
Submitted (2021)

Effects of mobility and multi-seeding on the propagation of the COVID-19 in Spain

Mattia Mazzoli; David Mateo; Alberto Hernando; Sandro Meloni; Jose J. Ramasco
Submitted (2021)

Impact of urban structure on COVID-19 spread

Aguilar,Javier;Bassolas,Aleix;Ghoshal, Gourab;Hazarie, Surendra;Kirkley,Alec;Mazzoli,Mattia;Meloni,Sandro;Mimar,Sayat;Nicosia,Vincenzo;Ramasco, Jose Javier;Sadilek, Adam;
Submitted (2021)

Origin, bifurcation structure and stability of localized states in Kerr dispersive optical cavities

Parra-Rivas, Pedro; Knobloch, Edgar; Gelens, Lendert; Gomila, Damià
submitted , (2021)

Mapping coupled time-series onto a complex network

Jamshid Ardalankia, Jafar Askari, Somaye Sheykhali, Emmanuel Haven and G. Reza Jafari
EPL 132(5), 58002 (2021)

Probing the spectral dimension of quantum network geometries.

Nokkala, Johannes; Piilo, Jyrki; Bianconi, Ginestra
Journal of Physics: Complexity 2, 015001 (2021)

Informational cost and networks navigability

Estrada, Ernesto
Applied Mathematics and Computation 397, 125914 (2021)

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