2. Publications

Publications

Effective theory of collective deep learning

Arola-Fernández, Lluís; Lacasa, Lucas
Physical Review Research 6, L042040 (2024)

On the structure of species-function participation in multilayer ecological networks

Hervías-Parejo, Sandra; Cuevas-Blanco, Mar; Lacasa, Lucas; Traveset, Anna; Donoso, Isabel; Heleno, Rubén; Nogales, Manuel; Rodríguez-Echeverría, Susana; Melián, Carlos; Eguíluz, Victor
Nature Communications 15, (2024)

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)

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)

Emergence of explosive synchronization bombs in networks of oscillators

Arola-Fernández, Lluís; Faci-Lázaro, Sergio; Skardal, Per Sebastian; Boghiu, Emanuel-Cristian; Gómez-Gardeñes ,Jesús; Arenas,Alex
Communication Physics 5, 264 (2022)

Haros graphs: an exotic representation of real numbers

Calero-Sanz, Jorge; Luque, Bartolo; Lacasa, Lucas
Journal of Complex Networks 10, cnac043 (2022)

Correlations of network trajectories

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

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