Publications

Information Processing Capacity of a Single-Node Reservoir Computer: An Experimental Evaluation

Vettelschoss, Benedikt; Röhm, André; Soriano, Miguel C.
IEEE Transactions on Neural Networks and Learning Systems , (2021)

Metastable quantum entrainment

Cabot, Albert; Giorgi, Gian Luca; Zambrini, Roberta
New Journal of Physics 23, 103017 (2021)

Household networks and bubbling: insights from percolation theory

Ellen Brooks-Pollock; Lucas Lacasa; Leon Danon
Philosophical Transactions of the Royal Society B 376: 20200284 (2021) 376, (2021)

Redes matemáticas para entender conflictos sociales

Ernesto Estrada
El Pais, , (2021)

Estimates of regional infectivity of COVID-19 in the United Kingdom following imposition of social distancing measures

Robert Challen; Krasimira Tsaneva; Martin Pitt; Tom Edwards; Luke Gompels; Lucas Lacasa; Ellen Brooks-Pollock; Chris Martin; Gareth Griffith; Leon Danon
Phil. Trans. Roy. Soc. B 376: 20200280 (2021) 376, (2021)

DIGITAL & COMPLEX INFORMATION

Zambrini, Roberta; Rius, Gemma (Topic coordinators)
CSIC's White Book on Scientific Challenges 2030, Editorial CSIC (2021)

A compartmental model for vector transmitted diseases: an application to Xylella fastidiosa

Rosa Flaquer Galmés (Advisor: Matias, Manuel A.)
Master Thesis (2021)

The spectrum of early career physics

Feng, Chao-Hui; Moravec, Emily; Nanut, Tara; Raducha, Tomasz; Reshef, Orad; Sivakumar, Chandrasekar; Williams, LaNell A.
Nature Reviews Physics 3, 772-776 (2021)

Assessing blackout risk with high penetration of variable renewable energies

Carreras, Benjamin A.; Colet, Pere; Reynolds-Barredo, José M.; Gomila, Damià
IEEE Access 9, 132663-132674 (2021)

Cell migration in cancer metastasis

Pedrosa Garcia-Moreno, Marta; (Advisors: Sintes, Tomás; Janssen, Liesbeth; Storm, Cornelis)
Master Thesis (2021)

Modelling Parasite-produced Marine Diseases: The case of the Mass Mortality Event of Pinna nobilis

Giménez-Romero, Àlex; Grau, Amalia; Hendriks, Iris E.; Matias, Manuel A.
Ecological Modelling 459, 109705 (1-15) (2021)

Deep neural networks using a single neuron: folded-in-time architecture using feedback-modulated delay loops

Stelzer, Florian; Röhm, Andre; Vicente, Raul; Fischer, Ingo; Yanchuk, Serhiy
Nature Communications 12, 5164 (1-10) (2021)

Ordinal patterns-based methodologies for distinguishing chaos from noise in discrete time series

Zanin, Massimiliano; Olivares, Felipe
Communications Physics 4, 190 (2021)

Curvature effects and radial homoclinic snaking

Gomila, Damià; Knobloch, Edgar
IMA Journal of Applied Mathematics 86, 1094-1111 (2021)

Lagrangian betweenness as a measure of bottlenecks in dynamical systems with oceanographic examples

Ser-Giacomi, E.; Baudena, A.; Rossi, V.; Follows, M.; Clayton, S.; Vasile, R.; Lopez, C.; Hernandez-Garcia, E.
Nature Communications 12, 4935 (1-14) (2021)

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

Parra-Rivas, Pedro; Knobloch, Edgar; Gelens, Lendert; Gomila, Damià
IMA Journal of Applied Mathematics 86, 856-895 (2021)

Reservoir Computing: Theory, Physical Implementations, and Applications

Nakajima, Kohei; Fischer, Ingo (Editors)
, Springer Singapore (2021)

Un nuevo demonio de Maxwell

Manzano, Gonzalo
Investigación y Ciencia (Scientific American), 539, 12-14 (2021)

Time-Delay Identification Using Multiscale Ordinal Quantifiers

Soriano, Miguel C.; Zunino, Luciano
Entropy 23, 969 (2021)

Detecting zealots in the Noisy Voter Model using Bayesian inference

Alvarez-Sanchez, Miguel (Supervisors: Tobias Galla and Maxi San Miguel)
Master Thesis (2021)

Effects of Control Limitations on the Power Grid Fluctuations

Sadurní Parera, Marc (Advisors: Damià Gomila and Pere Colet)
Master Thesis (2021)

Beyond the adiabatic limit in systems with fast environments: A tau-leaping algorithm

Berrios-Caro, Ernesto; Galla, Tobias
Physical Review E 104, 014122 (2021)

The many facets of the Estrada indices of graphs and networks

Estrada, Ernesto
SEMA Journal , 1-69 (2021)

Path Laplacians versus fractional Laplacians as nonlocal operators on networks

Estrada, Ernesto
New Journal of Physics 073049, (2021)

Standard and inverse site percolation of straight rigid rods on triangular lattices: Isotropic and perfectly oriented deposition and removal

Ramirez, Lucia Soledad; Pasinetti, Pedro Marcelo; Lebrecht, Walter; Ramirez-Pastor, Antonio Jose
PHYSICAL REVIEW E , (2021)

Stochastic entropies and fluctuation theorems for a generic 1D KPZ system: internal and external dynamics

M.A. Rodriguez, R. Gallego & H.S. Wio
EPL (Europhysics Letters) 136, 7 pages (2021)

Beyond pairwise network similarity: exploring mediation and suppression between networks

Lucas Lacasa, Sebastiano Stramaglia, Daniele Marinazzo
Communications Physics 4, (2021)

Data Analysis of Frequency Fluctuations in the Balearic Grid Before and After Coal Closure

Martínez-Barbeito, María; Gomila, Damià; Colet, Pere
ENERGY 2021: The Eleventh International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, , , 13-18 (2021)

Assessing Granger Causality on Irregular Missing and Extreme Data

Zanin, Massimiliano
IEEE Access 9, 75362 - 75374 (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 42, 3680-3711 (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)

Predicting hidden structure in dynamical systems

Gauthier, Daniel J.; Fischer, Ingo
Nature Machine Intelligence 3, 281–282 (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 , https://doi.org/10.1007/s12021-021-09518-7 (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)

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)

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)

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)

High-speed harvesting of random numbers

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

Thermodynamics of Gambling Demons

Manzano, Gonzalo; Subero, Diego; Maillet, Olivier; Fazio, Rosario; Pekola, Jukka P.;Roldán, Édgar
Physical Review Letters 126, 080603 (2021)

Computational Social Models (CSIC Libro Blanco)

Galla, Tobias; San Miguel, Maxi; Toral, Raul
CSIC Libro Blanco, , (2021)

DRUG RESISTANCE IN INFECTIOUS DISEASES (CSIC Libro Blanco)

Riva, Luis; Galla, Tobias; et al.
Libro Blanco Desafíos Científicos CSIC 2030, , (2021)

Switching environments, synchronous sex, and the evolution of mating types

Berríos-Caro, Ernesto; Galla, Tobias; Constable, George W. A.
Theoretical Population Biology 138, 28-42 (2021)

Numerical continuation for fractional PDEs: sharp teeth and bloated snakes

Ehstand, Noémie; Kuehn, Christian; Soresina, Cinzia
Communications in Nonlinear Science and Numerical Simulation 98, 105762 (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)

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)

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