Publicacions

Impact of fluctuations on particle systems described by Dean-Kawasaki-type equations

Silvano, Nathan; Hernández-García, Emilio; López, Cristóbal
Physical Review E 113, 044122 (2026)

Inferring seagrass meadow resilience from self-organized spatial patterns

Giménez-Romero, Alex; del Campo, Elena; Matías, Manuel A.
Submitted (2026)

Machine learning applications in marine animal movement

Medina Hernández, Jorge (Supervisors: Eguíluz, Víctor; Rodríguez, Jorge; Lacasa, Lucas)
PhD Thesis (2026)

Synaptic plasticity in the perforant pathway drives inhibitory reorganization enhancing dentate gyrus functionality

Estarellas, C.; Álvarez-Salvado, E.; Pérez-Cervera, L.; Carame, J. M.; Elena Pérez-Montoyo, E.; López-Madrona, V. J.; Garcia-Hernandez, R.; Mirasso, C. R.; Canal, S.
iScience 29, 114876 (2026)

Deep-learning-assisted simulation of a cortical circuit: integrating anatomy, physiology and function

Ito, S.; Haufler, D.; Galván Fraile, J.; Dai, K. ; Aman, J.; Chen, G.; Mirasso; C. R. Maass, W.; Arkhipov, A.
Submitted (2026)

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
Nature Photonics 20, 413–420 (2026)

Forecasting emergency department visits in the reference hospital of the Balearic Islands: The role of tourist and weather data

Crisafulli, P.; del Río Mangada, A.; Segura Sampedro, J. J.; Mirasso, C. R.; Toral, R.; Galla, T.
PLoS One 21(3), e0343713 (2026)

Information-theoretic analysis of temporal dependence in discrete stochastic processes: Application to precipitation predictability

De Gregorio, J.; Sánchez, D.; Toral, R.
Chaos 36, 033124 (1-14) (2026)

Endophytic colonization and epiphytic presence of Metarhizium brunneum alter the feeding behavior of the Xylella fastidiosa vector Philaenus spumarius

Lago, Clara; Yousef, Meelad Yousef; Fereres, Alberto; Quesada-Moraga, Enrique; Moreno, Aranzazu; González-Mas, Natalia
Journal of Pest Science 99, 54 (2026)

Fluid dynamics meet network science: two cases of temporal network eigendecomposition

Lacasa, Lucas
Submitted (2026)

On the equivalence between nonlinear graph-based dynamics and linear dynamics on higher-order networks

Lacasa, Lucas
Submitted (2026)

On the Role of Consistency Between Physics and Data in Physics-Informed Neural Networks

Becerra-Zuñiga, Nicolás; Lacasa, Lucas; Valero, Eusebio; Rubio, Gonzalo
Submitted (2026)

Reliable Statistical Guarantees for Conformal Predictors with Small Datasets

Sánchez-Dominguez, Miguel; Lacasa, Lucas; de Vicente, Javier; Rubio, Gonzalo; Valero, Eusebio
Submitted (2026)

Leveraging chaotic transients in the training of artificial neural networks

Jiménez-González, Pedro; Soriano, Miguel C.; Lacasa, Lucas
Submitted (2026)

Anticipated synchronization in systems with distributed delay

Ortiz del Campo, David; Galla, Tobias; Toral, Raúl
Submitted (2026)

Cross-order induced behaviors in contagion dynamics on higher-order networks

Danovski, Kaloyan; Meloni, Sandro; Starnini, Michele;
Submitted (2026)

A diffusion approximation for systems with frequent weak resetting

Tobias Galla
Submitted (2026)

Thermal stress drives seagrass fragmentation in the Mediterranean Sea

Giménez-Romero, Àlex; Sintes, Tomàs; Duarte, Carlos M.; Matías, Manuel A.
Submitted (2026)

Intermittent precipitation and spatial Allee effects drive irregular vegetation patterns in semiarid ecosystems

Giménez-Romero, Àlex; Afful, Bernard, A.; Greenwood, Priscilla E. ; Matías, Manuel A.; Gordillo Luis F.
Submitted (2026)

Spatial competition and repulsion: pattern formation and the role of movement

López, Cristóbal; Colombo, Eduardo; Hernández-García, Emilio; Martínez-García, Ricardo
in The Mathematics of Movement: an Interdisciplinary Approach to Mutual Challenges in Animal Ecology and Cell Biology" (Eds. Luca Giuggioli & Philip Maini), Springer Nature, Switzerland, (2026)

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

Pablo Rosillo-Rodes, Laurent Hébert-Dufresne, Peter Sheridan Dodds
Physical Review Research 8, L012029 (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, 110334 (2026)

Predictability of temporal network dynamics in normal ageing and brain pathology

Caligiuri, Annalisa; Papo, David; Yener, Görsev; Güntekin, Bahar; Galla, Tobias; Lacasa, Lucas; Zanin, Massimiliano
Journal of Complex Networks 14, cnaf058 (2026)

Exponential concentration and symmetries in Quantum Reservoir Computing

Sannia, A; Giorgi, Gian Luca; Zambrini, Roberta
Submitted (2026)

Global asymmetries in the moisture origins of atmospheric river precipitation

Crespo-Otero, Alfredo; Insua-Costa, Damián; Deman, Victoria M. H. ; Hernández-García, Emilio; López, Cristóbal ;Míguez-Macho, Gonzalo
npj Climate and Atmospheric Science, to appear , (2026)

Non-Markovianity and memory enhancement in Quantum Reservoir Computing

Sannia, A; Ravell Rodríguez, Ricard; Giorgi, Gian Luca; Zambrini, Roberta
Submitted (2026)

Quantum reservoir computing in Jaynes-Cummings models: Nonlinear memory and time-series prediction

Das, Sreetama; Giorgi, Gian Luca; Zambrini, Roberta
Submitted (2026)

Reducibility of higher-order to pairwise interactions: Social impact models on hypergraphs

Llabrés, Jaume; Toral, Raúl; San Miguel, Maxi; Vázquez, Federico
Submitted (2026)

Universality of noise-induced transitions in nonlinear voter models

Llabrés, Jaume; San Miguel, Maxi; Toral, Raúl
Phys. Rev. Research 8, 013-015 (2026)

Impact of behavioral heterogeneity on epidemic outcome and its mapping into effective network topologies

Mazza, Fabio; Ricci, Gabriele; Colaiori, Francesca; Guarino, Stefano; Meloni, Sandro; Saracco, Fabio
Physical Review E 113, 014306 (2026)

Hardware friendly deep reservoir computing

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

Gremban Expansion for Signed Networks: Algebraic and Combinatorial Foundations for Community-Faction Detection

Diaz-Diaz, Fernando; Devriendt, Karel; Lambiotte, Renaud
Submitted (2026)

Improving prediction region accuracy in marine animal movement with temporal fusion transformer

Medina Hernández, Jorge; Rodríguez, Jorge P.; McMahon, Clive R.; Sequeira, Ana M.M; Eguiluz, Víctor M.
Scientific Reports 16, 297 (2026)

Signed Networks: theory, methods, and applications

Diaz-Diaz, Fernando; Elena Candellone, Elena; Miguel A. González-Casado; Miguel A.; Fraxanet, Emma; Vendeville, Antoine; Ferri, Irene; Teixeira, Andreia Sofia
Submitted (2026)

Statistical laws and linguistics inform meaning in naturalistic and fictional conversation

Fehr, Ashley M. A.; Beauregard, Calla G.; Zimmerman, Julia Witte; Ekström, Katie; Rosillo-Rodes, Pablo; Danforth, Christopher M.; Dodds, Peter Sheridan
Submitted (2026)

A Network Science approach to Human Interactions across Physical and Digital Spaces

Arregui García, Beatriz (Supervisor: S. Meloni)
PhD Thesis (2025)

Computational lexical analysis of Flamenco genres

Rosillo-Rodes, Pablo; San Miguel, Maxi; Sánchez, David
J. Comput. Cult. Herit. 18, 1-29 (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 (supervisors: Leonardo L. Gollo and Claudio Mirasso)
Master Thesis (2025)

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

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

Global Balance and Systemic Risk in Financial Correlation Networks

Bartesaghi, Paolo; Diaz-Diaz, Fernando; Grassi, Rosanna; Uberti, Pierpaolo
Physica A 674, 130698 (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)

Breaking coexistence: Zealotry vs nonlinear social impact

Kitching, Christopher; Ramirez Lucia; San Miguel, Maxi; Galla, Tobias
Chaos 35, 083133 (2025)

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