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Publicacions

Universal Statistics of Charges Exchanges in Non-Abelian Quantum Transport

Scandi, Matteo; Manzano, Gonzalo
Physical Review Letters 136, 150403 (2026)

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)

Stochastic field effects in a two-state system: symmetry breaking and symmetry restoring

Oliver-Bonafoux, Sara; Toral, Raúl; Chakrabarti, Amitabha
Physical Review E , (2026)

Numerical methods for quasi-stationary distributions

Oliver-Bonafoux, Sara; Aguilar, Javier; Galla, Tobias; Toral, Raúl
Physical Review E , (2026)

The geometry of diffusion on graphs with magnetic field

Estrada, Ernesto
Submitted (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)

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)

Emergent Geometry in Complex Systems from Relational Dynamics. I. The Classical Setting

Estrada, Ernesto
Submitted (2026)

Fractional diffusion on graphs: Superposition of Laplacian semigroups and memory

Deniskin, Nikita; Estrada, Ernesto
Submitted (2026)

Local and nonlocal Laplacian diffusion on graphs with obstacles

Arto, Jaime; Estrada, Ernesto
Submitted (2026)

Magnetic Hückel Theory: Framework for the Hermitian adjacency matrix of graphs

Estrada, Ernesto
Submitted (2026)

The geometry of quantum walks on graphs. Theory and applications.

Estrada, Ernesto
Submitted (2026)

Work extraction with feedback control using limited resources

Hartle, Harrison; Wolpert, David; Stier, Andrew; Kempes, Christopher P; Manzano, Gonzalo
Physical Review Research 8, 013281 (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)

Rare trajectories in a prototypical mean-field disordered model: Insights into landscape and instantons

Charbonneau, Patrick; Folena, Giampaolo; Malatesta, Enrico M.; Rizzo, Tommaso; Zamponi, Francesco
Physical Review E 113, 034107 (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)

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)

Complex systems with time-varying interactions

Annalisa Caligiuri (supervisors Galla, T. and Lacasa, L.)
PhD Thesis (2026)

Quantum Computation in Air Transport: A Short Overview of the Fundamentals, Challenges and Opportunities

Zanin, Massimiliano; Du, Zhuoming; Giorgi, Gian Luca; Sun, Xiaoqian; Wandelt, Sebastian
Technologies 14, 103 (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)

The structure of global delay propagation in air transport

Blanco, Josu; Tugores, Antònia; Ramasco, José J.; Zanin, Massimiliano
Transportation Research Part E: Logistics and Transportation Review 208, 104688 (2026)

Structural transitions induced by adaptive rewiring in networks with fixed states

Cárdenas-Sabando, R.; Cosenza, M. G. ; González-Avella, J.C.
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)

Rosetta Stone of Neural Mass Models

Castaldo, Francesca; de Palma Aristides, Raul; Clusella, Pau; Garcia-Ojalvo, Jordi; Ruffini, Giulio
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)

Assessing discrete time series irreversibility through detailed balance analysis

Zanin, Massimiliano
Chaos, Solitons & Fractals 203, 117717 (2026)

Coarse-Grained Quantum Thermodynamics: Observation-Dependent Quantities, Observation-Independent Laws

Rubino, Giulia; Brukner, Časlav; Manzano, Gonzalo
Submitted (2026)

Criticality and increased intrinsic neural timescales in stroke

Wu, Kaichao; Jelfs, Beth; Fang, Qiang; L. Gollo, Leonardo
npj Systems Biology and Applications 12, 4 (2026)

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

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

Heterogeneous consensus dynamics through reaction–diffusion models on graphs/networks

Miranda, M.; Moreno-Spiegelberg, P., Estrada, Ernesto
Communications in Nonlinear Science and Numerical Simulation 153, 109160 (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)

Quantum Time Crystal Clock and its Performance

Viotti, Ludmila; Huber, Marcus; Fazio, Rosario; Manzano, Gonzalo
Physical Review Letters 135, 067101 (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)

Stochastic Thermodynamics of Social Imitation beyond Energetics

Irisarri, Luis; Trigal, Lucas; Toral, Raúl; Manzano, Gonzalo
Submitted (2026)

The KPZ equation of kinetic interface roughening: A variational perspective}

Wio, Horacio S. Wio; Deza, Roberto R.; Revelli, Jorge A.; Gallego, Rafael; Garcia-Garcia; Reinaldo and Rodriguez, Miguel A.
Entropy 28, 55 (1-17) (2026)

Graph dynamical geometrization: A Diffusion-Based Formulation

Estrada, Ernesto
Submitted (2025)

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