Publicacions

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)

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)

An integrated computational approach for diversity-sensitive personalized medicine

Carlos Coronel-Oliveros, Marilyn Gatica, Rubén Herzog, Matteo Neri
Neuroscience 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)

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

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

A systematic review of ecosystem services analysis and network theory

Casali,Ylenia; Balbi, Stefano; Eguíluz, Víctor M.
PLOS Complex systems 2, e0000054 (2025)

Gambling Carnot Engine

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

A spatial numerical model for seagrass–herbivore interactions and the formation of reef halos

Llabrés, E.; Innes-Gold, A.A.; DiFiore, B.; Sintes, T.; E Madin, E.
Coral Reefs 44, 1587-1599 (2025)

Monitoring the Resilience of Seagrass Meadows from Satellite Meadows from Satellite Imagery Using Machine Learning

del Campo González, Elena (Supervisors: Matias, Manuel A.; Giménez-Romero, À.)
Master Thesis (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)

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), 4235 (2025)

On the limits of the intervention on complex systems guided by functional networks

Zanin, Massimiliano
Scientific Reports 15, 22304 (2025)

Efficient approximations of transcriptional bursting effects on the dynamics of a gene regulatory network

Kursawe, Jochen; Moneyron, Antoine; Galla, Tobias
J. Royal Society Interface 22, 20250170 . (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)

Global tracking of marine megafauna space use reveals how to achieve conservation targets

Sequeira, Ana M.M.; Rodríguez, Jorge P.; ...; Eguiluz, Victor M.
Science 388, 6751 (2025)

Characterising the dynamics of unlabelled temporal networks

Caligiuri, Annalisa; Galla, Tobias; Lacasa, Lucas
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)

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 50, 1420–1429 (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)

Scalar embedding of temporal network trajectories

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

Analytic and Monte Carlo approximations to the distribution of the first-passage time of drifted diffusion with stochastic resetting and mixed boundary conditions

Magalang, J.; Turin, R.; Aguilar, J.; Colombani, L.; Sanchez-Taltavull, D.; Gatto, R.
Physical Review E 111, 054117 (2025)

Estimating transmission noise on networks from stationary local orde

Kitching, Christopher; Kauhanen, Henri; Abbott, Jordan; Gopal, Deepthi; Bermudez-Otero, Ricardo; Galla, Tobiass
Europhysics Letters EPL 150, 31002 (2025)

Information decomposition of airport dynamics: A study of Europe and US

Acharya, Kishor; Zanin, Massimiliano
Transportation Research Interdisciplinary Perspectives 31, 101466 (2025)

The Use of Atlantic Seascapes for Marine Protected Areas Planning in the Context of the Marine Biological Diversity of Areas Beyond National Jurisdiction Agreement

Anabitarte, Asier; Astarloa, Amaia; Garcia-Baron, Isabel; Valle, Mireia; Chust, Guillem; Galparsoro, Ibon; Mateo, Maria; Arrizabalaga, Haritz; Eguíluz, Víctor M.; Martinez-Vicente, Victor; Fernandes-Salvador, Jose A
Marine Pollution Bulletin 214, 117776 (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)

Aging in coevolving voter models

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

Quantifying Deviations from Gaussianity with Application to Flight Delay Distributions

Olivares, Felipe; Zanin, Massimiliano
Entropy 27, 354 (1-16) (2025)

Reducing blackout risk by segmenting European power grid with HVDC lines

Gomila, D; Carreras, B.A.; Reynolds-Barredo, J.M.; Martínez-Barbeito, M.; Colet, P.; Gomis-Bellmunt, O.
Journal of Modern Power Systems and Clean Energy 13, 1556 - 1567 (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)

Laser Mpemba effect

Longhi; Stefano
Optics Letters 50, 2069-2072 (2025)

Thermodynamic inference in molecular motors: A martingale approach

Nadal-Rosa,Adrián and Manzano, Gonzalo
Physical Review E 112, 034114 (2025)

Directs in European air traffic management: When and why are they actually granted?

Esteve, Pau; Zanin, Massimiliano
Journal of Air Transport Management 125, 102766 (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)

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