2. Publicacions

Publicacions

Temporal Network Embedding Using Classical Multidimensional Scaling

Marín Rodríguez, Francisco Javier (Supervisors: Arola-Fernánez, LLuis; Lacasa, Lucas)
Master Thesis (2024)

High-order correlations reveal complex memory in temporal hypergraphs

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

An effective theory of collective deep learning

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

Artificial neural networks through the lens of dynamical systems theory

Danovski, Kaloyan (Supervisors: Lucas Lacasa, Miguel C. Soriano)
Master Thesis (2023)

Network bypasses sustain complexity

Estrada, Ernesto; Gómez-Gardeñes, Jesús; Lacasa, Lucas
Proceedings of the National Academy of Sciences of the USA (PNAS) 120, e2305001120 (2023)

Irreversibility of symbolic time series: a cautionary tale

Arola-Fernández, Lluís; Lacasa, Lucas
Physical Review E 108, 014201 (2023) 108, 014201 (2023)

Chaotic renormalization group flow and entropy gradients over Haros graphs

Calero-Sanz, Jorge; Luque, Bartolo; Lacasa, Lucas
Physical Review E 107, 4 (2023)

Lyapunov Exponents for Temporal Networks

Caligiuri, Annalisa; Eguiluz, Victor; Di Gaetano, Leonardo; Galla, Tobias; Lacasa, Lucas
Physical Review E 107, 044305 (2023)

Visibility graphs of animal foraging trajectories

Paiva Leticia; Alves, Sidiney; Lacasa, Lucas; DeSouza, Og; Miramontes, Octavio
Journal of Physics: Complexity 3, 04LT03 (2022)

Characterization of hypergraphs in ecological networks

Cebrián, Daniel (Advisors: P. Colet, L. Lacasa, V.M. Eguíluz)
Master Thesis (2022)

Haros graphs: an exotic representation of real numbers

Calero-Sanz, Jorge; Luque, Bartolo; Lacasa, Lucas
Journal of Complex Networks 10, cnac043 (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)

Correlations of network trajectories

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

The shape of memory in temporal networks

Williams, Oliver; Lacasa, Lucas; Millán, Ana; Latora, Vito
Nature Communications 13, (2022)

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)

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)

Beyond pairwise network similarity: exploring mediation and suppression between networks

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

A flexible method for optimising sharing of healthcare resources and demand in the context of the COVID-19 pandemic

Lacasa, Lucas; Challen, Robert; Brooks-Pollock, Ellen; Danon, Leon
PLoS ONE 15, e0241027 (2020)

Election forensics: Quantitative methods for electoral fraud detection

Lacasa,Lucas;Fernández-Gracia,Juan
Forensic Science International 294, e19-e22 (2019)

Bipartisanship Breakdown, Functional Networks, and Forensic Analysis in Spanish 2015 and 2016 National Elections

Fernández-Gracia, Juan; Lacasa, Lucas
Complexity 2018, 9684749 (1-23) (2018)

Fast resolution of a single factor Heath–Jarrow–Morton model with stochastic volatility

Valero, Eusebio; Torrealba, Manuel; Lacasa, Lucas; Fraysse, François
Journal of Computational and Applied Mathematics 236, 1637-1655 (2011)

Description of stochastic and chaotic series using visibility graphs

Lacasa, Lucas; Toral, Raúl
Physical Review E 82, 036120 (1-11) (2010)

Critical behavior of a Ginzburg-Landau model with additive quenched noise

Niko Komin, Lucas Lacasa, Raul Toral
Journal of Statistical Mechanics , P12008 (2010)

Mapping time series to graphs: a brief overview of visibility algorithms

Lacasa, Lucas; Luque, Bartolo
Chapter contribution to the collection \"Computer science Computer Science Research and Technology vol 3\", to appear (2010), Nova Publisher, (2010)

The roundtable: an agent-based model of conversation dynamics

Mastrangeli, Massimo; Schmidt, Martin; Lacasa, Lucas
Journal of Artificial Societies and Social Simulation 13, 4 (2010) , (2010)

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