Publicacions

Hardware friendly deep reservoir computing

Gallicchio, Claudio; Soriano, Miguel C.
Neural Networks 193, 108079 (2026)

A certifiable machine learning-based pipeline to predict fatigue life of aircraft structures

Ladrón, Angel; Sánchez-Domínguez, Miguel; Rozalén, Javier; Sánchez, Fernando R.; de Vicente, Javier; Lacasa, Lucas; Valero, Eusebio; Rubio, Gonzalo
Engineering Failure Analysis 184, (2025)

Complete asymptotic type-token relationship for growing complex systems with inverse power-law count rankings

Pablo Rosillo-Rodes, Laurent Hébert-Dufresne, Peter Sheridan Dodds
Submitted (2025)

Language Dynamics: Complex Systems Approaches

Heinsalu, E.; Patriarca, M.; Sánchez, D.
Reference Module in Social Sciences, Elsevier, 1-7 (2025)

A generalizable deep learning framework for large-scale mapping of seagrass habitats

Giménez-Romero, Àlex; Ferchichi, Dhafer; Moreno-Spiegelberg, Pablo; Sintes, Tomàs; Matías, Manuel A.
Ecological Indicators 180, 114349 (1-12) (2025)

Quantum dynamics of solitons in a relativistic field equation

Cucurull, Joan (Supervisor: Gomila, Damià)
Master Thesis (2025)

Temporal pattern generation with tunable repetition rate using semiconductor laser periodic dynamics

Argyris, Apostolos
Optics Letters 50 (20), 6325-6328 (2025)

The stochastic skeleton model for the Madden-Julian Oscillation with time-dependent observation-based forcing

Ehstand, Noemie; Donner, Reik V.; Lopez, Cristobal; Barreiro, Marcelo; Hernandez-Garcia, Emilio
Nonlinear Processes in Geophysics 32, 367-382 (2025)

Reduced Intrinsic Neural Timescales in Schizophrenia during Predictive Coding

Sergio Zucchi Mesía
Master Thesis (2025)

Solitons, chaos, and quantum phenomena: a deterministic approach to the Schrödinger equation

Gomila, Damià
Physical Review Research 7, 033276 (2025)

Simple physics-based adjustments reconcile the results of Eulerian and Lagrangian techniques for moisture tracking in atmospheric rivers

Crespo-Otero, A.; Insua-Costa, D.; Hernández-García, E.; López, C.; Míguez-Macho, G.
Earth System Dynamics 16, 1483-1501 (2025)

The role of inhibitory neuronal variability in modulating phase diversity between coupled networks

Brito, K. V. P.; Silva, J. M. G., Mirasso, C. R.; Matias, F. S.
Chaos 35, 093127 (2025)

The role of feedforward and feedback inhibition in modulating theta-gamma cross-frequency interactions in neural circuits

Chalkiadakis, D.; Sánchez-Claros, J.; López-Madrona, V. J.; Canals, S.; Mirasso, C. R.
PLoS Computational Biology 21, e1013363 (2025)

High-resolution climate data reveals increased risk of Pierce's Disease for grapevines worldwide

Giménez-Romero, Àlex; Moralejo, Eduardo; Matías, Manuel A.
Scientific Reports 15, 31282 (1-12) (2025)

Flow spatial structure determines pattern instabilities in nonlocal models of population dynamics

Silvano, Nathan O. ; Valeriano, João; Hernández-García, Emilio; López, Cristóbal; Martinez-Garcia, Ricardo
Communications Physics 8, 326 (1-12) (2025)

Speedup of an all-optical delay-based reservoir computer via input rate increase and bandwidth enhancement

Goldmann, Mirko; Estébanez, Irene; Mirasso, Claudio R.; Fischer, Ingo; Argyris, Apostolos; Soriano, Miguel C.
Chaos 35, 073131 (2025)

Computational lexical analysis of Flamenco genres

Rosillo-Rodes, Pablo; San Miguel, Maxi; Sánchez, David
ACM J. Comput. Cult. Herit. , (2025)

Opinion dynamics: Statistical physics and beyond

Starini, Michele; Baumann, Fabian; Galla, Tobias; Garcia; Iñiguez, Gerardo; Karsai, Márton; Lorenz, Jan; Sznajd-Weron, Katarzyna
Submitted (2025)

Entropy and type-token ratio in gigaword corpora

Rosillo-Rodes, Pablo; San Miguel, Maxi; Sanchez, David
Physical Review Research 7, 033054 (1-14) (2025)

When dialects collide: How socioeconomic mixing affects language use

Louf, Thomas; Ramasco, Jose J; Sanchez, David; Karsai, Marton
EPJ Data Science 14, 47 (1-21) (2025)

Complex networks approach to curriculum analysis and subject integration: A case study on physics and mathematics

Tuzón,Paula;Salvà Salvà,Antoni;Fernández-Gracia,Juan
Physical Review Physics Education Research 21, 010161 (2025)

Analysis of a voter model with an evolving number of opinion states

Choi; Jeehye; Min, Byungjoon Min; Galla, Tobias
Physical Review E 111 , 064303 (2025)

Nonlinear transport in carbon quantum dot electronicd evices: Experiment and theory

Copeland,S.; Ryu, S.; Imai, K.; Krasco, N.; Lu, Z.; Sánchez, D.; Czubarow, P.
Applied Physics Letters 126, 232104 (1-5) (2025)

Experimental memory control in continuous variable optical quantum reservoir computing

Paparelle, Iris; Henaff, Johan; Garcia-Beni, Jorge; Gillet, Emilie; Montesinos, Daniel; Giorgi, Gian Luca; C Soriano, Miguel; Zambrini, Roberta; Parigi, Valentina
Submitted (2025)

Quantum machine learning via continuous-variable cluster states and teleportation

García-Beni, Jorge; Paparelle, Iris; Parigi, Valentina; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
EPJ Quantum Technology 12, 63 (2025)

Characterising the dynamics of unlabelled temporal networks

Annalisa Caligiuri, Tobias Galla and Lucas Lacasa
Chaos 35, 053122 (2025)

Excitable dynamics and coral reef formation: A simple model of macro-scale structure development

Álvarez-Alegría, Miguel; Moreno-Spiegelberg, Pablo; Matias, Manuel A; Gomila, Damià
Physical Review Research 7, 023196 (1-15) (2025)

Breaking co-existence: zealotry vs. nonlinear social impact

Kitching, Christopher R.; Ramirez, Lucia S.; San Miguel, Maxi; Galla, Tobias
CHAOS 35, 083133 (2025)

Competition between group interactions and nonlinearity in voter dynamics on hypergraphs

Kim,Jihye; Lee, Deok-Sun; Min, Byungjoon; Porter, Mason A. ; San Miguel, Maxi; Goh,K.-I.
Physical Review E 111, L052301 (2025)

Exponential concentration and symmetries in Quantum Reservoir Computing

Sannia, A; Giorgi, Gian Luca; Zambrini, Roberta
Submitted (2025)

NAc-DBS selectively enhances memory updating without effect on retrieval

Pérez-Segura, Andrés; Medina, Jorge; Cerdán Cerdá, Antonio; Sánchez-Ferri, Cristina; Torres, Daniel; Mirasso, Claudio; Strange, Bryan; Eguíluz, Victor M.; Lacasa, Lucas; Canals, Santiago
Neuropsychopharmacology XX, (2025)

Scalar embedding of temporal network trajectories

Lacasa, Lucas; Marín-Rodriguez, F. Javier; Masuda, Naoki; Arola-Fernández, Lluís
Chaos, Solitons and Fractals 199, (2025)

Transfer learning-enhanced deep reinforcement learning for aerodynamic airfoil optimisation subject to structural constraints

Ramos, David; Lacasa, Lucas; Valero, Eusebio; Rubio, Gonzalo
Physics of Fluids 37, (2025)

Non-Markovianity and memory enhancement in Quantum Reservoir Computing

Sannia, A; Ravell Rodríguez, Ricard; Giorgi, Gian Luca; Zambrini, Roberta
Submitted (2025)

Generalized correlations in disordered dynamical systems: Insights from the many-species Lotka-Volterra model

Castedo, Sebastian H.; Holmes, Joshua; Baron, Joseph W.; Galla, Tobias
Physical Review E 111, 044202 (2025)

Temperature stabilization with Hebbian learning using an autonomous optoelectronic dendritic unit

Ortín, Silvia; Pflüger, Moritz; Argyris, Apostolos
Springer Nature Frontiers of Optoelectronics 18, 7 (1-12) (2025)

Aging in coevolving voter models

Min, Byungjoon; San Miguel, Maxi
Chaos, Solitons and Fractals 196, 116344 (2025)

An information-theoretic approach to higher-order Markov processes: Theory and applications

De Gregorio, Juan (supervisors: Toral, Raúl; Sánchez, David)
PhD Thesis (2025)

How spatiotemporal dynamics can enhance ecosystem resilience

Moreno-Spiegelberg, Pablo; Rietkerk, Max; Gomila, Damià
Proceedings of the National Academy of Sciences of the USA (PNAS) 122, e2412522122 (2025)

Leaf susceptibility of Macaronesian laurel forest species to Phytophthora ramorum

Moralejo, Eduardo; García-Muñoz, José A.; Denman, Sandra; Giménez-Romero, Àlex
European Journal of Forest Research 144, 363-376 (2025)

Towards certification: A complete statistical validation pipeline for supervised learning in industry

Lacasa, Lucas; Pardo, Abel; Arbelo, Pablo; Sánchez, Miguel; Bascones, Noelia; Yeste, Pablo; Martínez-Cavas, Alejandro; Rubio, Gonzalo; Gómez, Ignacio; Valero, Eusebio; De Vicente, Javier
Expert Systems With Applications 277, 127169, (2025)

Dynamical phase transitions in two-dimensional Brownian matter

Silvano, Nathan O.; Barci, Daniel G.
Physica A: Statistical Mechanics and its Applications 665, 130482 (2025)

Navigating uncertainty: Risk-averse versus risk-prone strategies in populations facing demographic and environmental stochasticity

Calvo, Rubén; Muñoz, Miguel Ángel; Galla, Tobias
Physical Review E 111, 024118 (2025)

Proliferating active disks with game dynamical interaction

Almodovar, Alejandro; Galla, Tobias; López, Cristóbal
Submitted (2025)

Comparing temporal and aggregated network descriptions of fluid transport in the Mediterranean Sea

Acharya, Kishor; Aguilar, Javier; Dall’Amico, Lorenzo; Nicolaou, Kyriacos; Meloni, Sandro; Ser-Giacomi, Enrico;
Physical Review E 111 , 024211 (2025)

Modelling echo chamber effects in signed networks

Vendeville, Antoine; Diaz-Diaz, Fernando
Physical Review E 111, 024302 (2025)

Interaction networks in persistent Lotka-Volterra communities

Poley, Lyle; Galla, Tobias; Baron, Joseph W.
Physical Review E 111, 014318 (2025)

Critical mobility in policy making for epidemic containment

Moreno López, J.A; Mateo, D; Hernando, A; Meloni, S; Ramasco, JJ
Scientific Reports 15, 3055 (2025)

Mathematical analysis of signed networks: structure and dynamics

Diaz-Diaz, Fernando (Directors: Estrada, Ernesto; Meloni, Sandro)
PhD Thesis (2025)

Conditional fluctuation theorems and entropy production for monitored quantum systems under imperfect detection

Ferri-Cortés, Mar; Almanza-Marreo, José A.; López, Rosa; Zambrini, Roberta; Manzano, Gonzalo
Phys. Rev. Research 7, (2025)

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