Publications

Effects of the COVID-19 pandemic in higher education: A data driven analysis for the knowledge acquisition process

Velásquez-Rojas, Fátima; Fajardo, Jesus E; Zacharías, Daniela; Laguna, María Fabiana
PLoS ONE 17, 1-20 (2022)

Degree-Biased Advection-Diffusion on undirected graphs/networks

Miranda, M.; Estrada, E.
Mathematical Modelling of Natural Phenomena 17, 30 (2022)

Spatial effects in parasite induced marine diseases of immobile hosts

Giménez-Romero, Àlex; Vázquez, Federico; López, Cristóbal; Matías, Manuel A.
Royal Society Open Science 9, 212023 (1-14) (2022)

The Potential Impact of Climate Change on the Efficiency and Reliability of Solar, Hydro, and Wind Energy Sources

Bhatt, Uma S.; Carreras, Benjamin A.; Reynolds-Barredo, José Miguel; Newman, David E.; Colet, Pere; Gomila, Damià
Land 11, 1275 (2022)

Generalised Lotka-Volterra model with hierarchical interactions

Poley, Lyle; Baron, Joseph W.; Galla, Tobias
Submitted (2022)

Collective effects on the performance and stability of quantum heat engines

Souza, Leonardo S.; Manzano, Gonzalo; Fazio, Rosario;Iemini,Fernando
Physical Review E 106, 014143 (2022)

Generating functional analysis of Lotka-Volterra equations with Hebbian couplings

Rozas, Enrique (director: Galla, Tobias)
Master Thesis (2022)

pH trends and seasonal cycle in the coastal Balearic Sea reconstructed through machine learning

Flecha, Susana; Giménez-Romero, Àlex; Tintoré, Joaquı́n; Pérez, Fiz F.; Alou-Font, Eva; Matías, Manuel A.; Hendriks, Iris E.
Scientific Reports 12, 12956 (1-11) (2022)

Can Deep Learning distinguish chaos from noise? Numerical experiments and general considerations

Zanin, Massimiliano
Communications in Nonlinear Science and Numerical Simulation 114, 106708 (2022)

Demographic noise in complex ecological communities

Ferran Larroya, Tobias Galla
Submitted (2022)

Haros graphs: an exotic representation of real numbers

Calero-Sanz, Jorge; Luque, Bartolo; Lacasa, Lucas
Journal of Complex Networks 5, (2022)

Corrupted bifractal features in finite uncorrelated power-law distributed data

Olivares, Felipe; Zanin, Massimiliano
Physica A: Statistical Mechanics and its Applications 603, 1-11 (2022)

Echo chambers and information transmission biases in homophilic and heterophilic networks

Diaz-Diaz, Fernando; San Miguel, Maxi; Meloni, Sandro;
Scientific Reports 12, 9350 (2022)

Biased-voter model: how persuasive a small group can be?

Czaplicka,Agnieszka;Charalambous,Christos;Toral,Raul;San Miguel,Maxi
Chaos, Solitons and Fractals 161, 112363 (2022)

Sampling rare trajectories using stochastic bridges

Aguilar,Javier;Baron,Joseph;Galla,Tobias;Toral,Raul
Physical Review E 105, 064138 (2022)

Eigenvalue spectra and stability of directed complex networks

Baron, Joseph W.
Submitted (2022)

Algorithmic hospital catchment area estimation using label propagation

Challen, Robert J.; Griffith, Gareth J.; Lacasa, Lucas; Tsaneva-Atanasova, Krasimira
BMC Health Services Research 22, 828, (2022)

Communicability in time-varying networks with memory

Ernesto Estrada
New Journal of Physics 24, 063017 (1-16) (2022)

Correlations of network trajectories

Lacasa, Lucas; Rrodriguez, Jorge P.; Eguiluz, Victor M.
Physical Review Research 4, L042008 , (2022)

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 33, 2714-2725 (2022)

Quantum thermodynamics under continuous monitoring: a general framework

Manzano, Gonzalo; Zambrini, Roberta
AVS Quantum Science 4, 025302 (2022)

Lagrangian transport of sinking particles. From theoretical characterization to oceanic applications

de la Fuente, Rebeca (Supervisors: Cristobal Lopez and Emilio Hernandez-Garcia)
PhD Thesis (2022)

Statistical–mechanical theory of topological indices

Ernesto Estrada
Physica A 602, 127612 (1-10) (2022)

Analyzing international events through the lens of statistical physics: The case of Ukraine

Zanin, Massimiliano; Martínez, Johann H.
Chaos: An Interdisciplinary Journal of Nonlinear Science 32, 051103 (1-8) (2022)

Inequalities in COVID-19 inequalities research: Who had the capacity to respond?

Benach, Joan; Cash-Gibson, Lucinda; Rojas-Gualdrón, Diego F; Padilla-Pozo, Álvaro; Fernández-Gracia, Juan; M Eguíluz, Víctor and COVID-SHINE group
Plos One 17, e0266132 (2022)

Optimal Cost-Based Strengthening of Complex Networks

Rong, Qingnan; Zhang, Jun; Sun, Xiaoqian; Wandelt, Sebastian; Zanin, Massimiliano; Tian, Liang
IEEE Transactions on Network Science and Engineering 9, 1117 - 1127 (2022)

20 years of ordinal patterns: Perspectives and challenges

Leyva Callejas, Inmaculada; Martinez, Johann; Masoller, Cristina; Rosso, Osvaldo A.; Zanin, Massimiliano
EPL 138, 31001 (1-7) (2022)

Permutation Jensen-Shannon distance: A versatile and fast symbolic tool for complex time-series analysis

Luciano Zunino, Felipe Olivares, Haroldo V. Ribeiro, and Osvaldo A. Rosso
Physical Review E 105, 1-21 (2022)

Understanding the effects of COVID-19 on Financial Market Structures: A study of the USA & Brazil

Ola Megahed Ali (Advisor: Pere Colet)
Master Thesis (2022)

Seagrass spatiotemporal dynamics with a time-dependent mortality

Mampel, Jorge (Advisors: Gomila, Damià; Ruiz-Reynés, Daniel)
Master Thesis (2022)

The world-wide waste web

Martínez, Johann H; Romero, Sergi; Ramasco, Jose J.; Estrada, Ernesto
Nature Communications 13, 1615 (2022)

Quantum Consensus Dynamics by Entangling Maxwell Demon

Ryu,Sungguen;López,Rosa;Toral,Raúl
New Journal of Physics 24, 033028 (2022)

Assessing Identifiability in Airport Delay Propagation Roles Through Deep Learning Classification

Ivanoska, Ilinka; Pastorino, Luisina; Zanin, Massimiliano
IEEE Access 10, 28520 - 28534 (2022)

Editorial: The Fluctuation-Dissipation Theorem Today

Gudowska-Nowak Ewa, OliveiraFernando A. and Wio Horacio Sergio
Frontiers in Physics 10, 859799 (3) (2022)

Eigenvalues of random matrices with generalised correlations: a path integral approach

Baron, Joseph William; Jewell, Thomas Jun; Ryder, Christopher; Galla, Tobias
Physical Review Letters 128, 120601 (1-6) (2022)

Inferring work by quantum superposing forward and time-reversal evolutions

Rubino, Giulia; Manzano, Gonzalo; Rozema, Lee A.; Walther, Philip; Parrondo, Juan M. R.; Brukner, Časlav
Physical Review Research 4, 013208 (2022)

Network meta‐analysis and random walks

Davies, Annabel L.; Papakonstantinou, Theodorus; Nikolakopoulou, Adriani; Rücker, Gerta; Galla, Tobias
Statistics in Medicine 41, 2091-2114 (2022)

Coordination and equilibrium selection in games: the role of local effects

Raducha, Tomasz; San Miguel, Maxi
Scientific Reports 12, 3373 (2022)

Towards a taxonomy of learning dynamics in 2 × 2 games

Pangallo, Marco; Sanders, James B. T; Galla, Tobias; Farmer, J. Doyne
Games and Economic Behaviour 132, 1-21 (2022)

Plant–insect chemical communication in ecological communities: An information theory perspective

Peng-Juan, Zu; García-García, Reinaldo; Schuman, Meredith C.; Saavedra,Sergei; Melián, Carlos J.
Journal of Systematics and Evolution , (2022)

Non-Gaussian random matrices determine the stability of Lotka-Volterra communities

Baron, Joseph W.; Jewell, Thomas Jun; Ryder, Christopher; Galla, Tobias
Submitted (2022)

Survival and extreme statistics of work, heat and entropy production in steady-state heat engines

Manzano, Gonzalo; Roldán, Édgar
Physical Review E 105, 024112 (2022)

From random failures to targeted attacks in network dismantling

Wandelt, Sebastian; Lin, Wei; Sun, Xiaoqian; Zanin, Massimiliano
Reliability Engineering & System Safety 218, 108146 (2022)

Premio Nobel de Física 2021: Otorgado por “Contribuciones revolucionarias en la comprensión de los sistemas físicos complejos”

Ramasco, José Javier; Gutiérrez, José Manuel; San Miguel, Maxi
Revista Española de Física 35, 15-17 (2022)

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