Publications

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

López, Cristóbal; Colombo, Eduardo; Hernández-García, Emilio; Martínez-García, Ricardo
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)

Hardware friendly deep reservoir computing

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

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

Silvano, Nathan; Hernández-García, Emilio; López, Cristóbal
Submitted (2026)

Graph dynamical geometrization: A Diffusion-Based Formulation

Estrada, Ernesto
Submitted (2025)

Graph/network reduction based on communicability vertex similarity

Grass-Boada, D. H., de la Nuez, R., Estrada, E.
Submitted (2025)

Space-time duality for fractional powers of operators and graph Laplacians

Estrada, E.; Lizama, C.
Submitted (2025)

The geometry of the tight-binding method for modelling molecular systems

Bermudez-Montaña, M.; Estrada, E.
Submitted (2025)

To what extent does network bipartivity shape the spreading of sexually transmitted diseases?

Estrada, Ernesto
Submitted (2025)

What is a proper graph Laplacian? An operator-theoretic framework for graph diffusion.

Estrada, Ernesto
Special Matrices 13, (2025)

Criticality and increased intrinsic neural timescales in stroke

Wu, Kaichao; Jelfs, Beth; Fang, Qiang; L. Gollo, Leonardo
npj Systems Biology and Applications , (2025)

Assessing discrete time series irreversibility through detailed balance analysis

Zanin, Massimiliano
Chaos, Solitons & Fractals 203, 117717 (2025)

A large-scale data set of aircraft interaction networks

López-Martín, Raúl; Zanin, Massimiliano
PLOS One 20, e0336909 (2025)

Structural transitions induced by adaptive rewiring in networks with fixed states

Cárdenas-Sabando, R.; Cosenza, M. G. ; González-Avella, J.C.
Submitted (2025)

Stochastic Thermodynamics of Social Imitation beyond Energetics

Irisarri, Luis; Trigal, Lucas; Toral, Raúl; Manzano, Gonzalo
Submitted (2025)

irreversibility: A Python Package for Assessing and Manipulating the Time Irreversibility of Real-World Time Series

Zanin, Massimiliano
Entropy 27, e27111146 (2025)

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)

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)

Inferring leader-follower behavior from presence data in the marine environment: A case study on Reef Manta Rays

Fernández-Gracia,Juan;Rodríguez,Jorge P.;Peel,Lauren R.;Klemm,Konstantin;Meekan,Mark G.;Eguíluz,Víctor M.
PLOS Complex Systems 2, e0000073 (2025)

Certifying quantum enhancements in thermal machines beyond the Thermodynamic Uncertainty Relation

Almanza-Marrero,José A.;Manzano,Gonzalo
Quantum 9, 1878 (2025)

SynthATDelays: A Minimalist Python Package for the Generation of Synthetic Air Transport Delay Data

Büth, Carlson; Zanin, Massimiliano
Aerospace 12, 900 (2025)

Wigner's friend scenarios: on what to condition and how to verify the predictions

del Santo, Flavio; Manzano, Gonzalo; Brukner, Caslav
Physical Review Research 7, 033279 (2025)

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

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

Universal Statistics of Charges Exchanges in Non-Abelian Quantum Transport

Scandi, Matteo; Manzano, Gonzalo
Submitted (2025)

An integrated computational approach for diversity-sensitive personalized medicine

Carlos Coronel-Oliveros, Marilyn Gatica, Rubén Herzog, Matteo Neri
Neuroscience Volume 584, 127-137 (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)

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 (2025)

infomeasure: a comprehensive Python package for information theory measures and estimators

Büth, Carlson M.; Acharya, Kishor; Zanin, Massimiliano
Scientific Reports 15, 29323 (2025)

Gambling Carnot Engine

Tohme, Tarek; Bedoya, Valentina; di Bello, Costantino; Bresque, Léa; Manzano, Gonzalo; Roldán, Édgar
Physical Review Letters 135, 06710 (2025)

Balance with Memory in Signed Networks via Mittag-Leffler Matrix Functions

Tian, Y.; Estrada, E.
SIAM Journal on Matrix Analysis and Applications 46, 1460-1483 (2025)

Forman–Ricci communicability curvature of graphs and networks

Estrada, Ernesto
European Journal of Applied Mathematics , 1-25 (2025)

Geometries of mixed graphs in complex vector spaces. Hierarchies and clusters in complex networks

Estrada, Ernesto
Mathematical Methods for Natural Phenomena 20, (2025)

Network Efficiency under Nonconservative Diffusion

Azemar, A.; Estrada, E.
SIAM Journal on Applied Dynamical Systems 24, 1378-1407 (2025)

Signed graphs in data sciences via communicability geometry

Diaz-Diaz, F.; Estrada, E.
Information Sciences 710, 122096 (2025)

The resistance distance is a diffusion distance on a graph

Estrada, Ernesto
Mathematics 13, 2380 (2025)

Optimal Distribution Planning of Solar Plants and Storage in a Power Grid with High Penetration of Renewables

Colet, Pere; Carreras, Benjamín A.; Reynolds-Barredo, José Miguel; Gomila, Damià
Energies 18, 3891 (2025)

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

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

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)

Entropy, Irreversibility, and Time-Series Deep Learning of Kinematic and Kinetic Data for Gait Classification in Children with Cerebral Palsy, Idiopathic Toe Walking, and Hereditary Spastic Paraplegia

de Gorostegui, Alfonso; Zanin, Massimiliano; Martín-Gonzalo, Juan-Andrés; López-López, Javier; Gómez-Andrés, David; Kiernan, Damien; Rausell, Estrella
Sensors 25 (13), (2025)

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