2. Publications

Publications

DESIGN and be SMART: Eleven engineering challenges to achieve sustainable air transportation under safety assurance in the year 2050

Wandelt, Sebastian; Blom, Henk; Krömer, Marius Magnus; Li, Daochun; Mitici, Mihaela; Ryley, Tim; Stumpf, Eike; Wang, Kun; Yang, Bin; Zanin, Massimiliano; Sun, Xiaoqian
Journal of the Air Transport Research Society 4, 100045 (2025)

Quantifying Deviations from Gaussianity with Application to Flight Delay Distributions

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

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 (accepted), (2025)

Thermodynamic inference in molecular motors: a Martingale approach

Nadal-Rosa,Adrián and Manzano, Gonzalo
Submitted (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)

Evaluating Methods for Detrending Time Series Using Ordinal Patterns, with an Application to Air Transport Delays

Olivares, Felipe; Marín-Rodríguez, F Javier; Acharya, Kishor; Zanin, Massimiliano
Entropy 27, 230 (1-18) (2025)

Aging in coevolving voter models

Min, Byungjoon; San Miguel, Maxi
Submitted (2025)

Mapping and modeling age-related changes in intrinsic neural timescales

Wu, Kaichao; Gollo, Leonardo L.
Communications Biology , (2025)

Reducing blackout risk by segmenting the European power grid with HVDC lines

Gomila, D; Carreras, B.A.; Reynolds-Barredo, J.M.; Martínez-Barbeito, M.; Colet, P.; Gomis-Bellmunt, O.
Submitted (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)

On the stability of competitive ecological communities with pairwise and higher-order interactions

Duran-Sala, Marc; Meloni, Sandro; Calleja-Solanas, Violeta;
Submitted (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.
Submitted (2025)

Entropy and type-token ratio in gigaword corpora

Rosillo-Rodes,Pablo;San Miguel,Maxi;Sanchez,David;
Submitted (2025)

Characterising the dynamics of unlabelled temporal networks

Annalisa Caligiuri, Tobias Galla and Lucas Lacasa
Submitted (2025)

Deep Learning Unravels Differences Between Kinematic and Kinetic Gait Cycle Time Series from Two Control Samples of Healthy Children Assessed in Two Different Gait Laboratories

De Gorostegui Álvarez de Miranda, Alfonso; Kiernan, Damien; Martín-Gonzalo, Juan-Andrés; López-López, Javier; Pulido-Valdeolivas, Irene; Rausell, Estrella; Zanin, Massimiliano; Gómez-Andrés, David
Sensors 25, 110 (2025)

Gambling Carnot Engine

Tohme, Tarek; Bedoya, Valentina; di Bello, Costantino; Bresque, Léa; Manzano, Gonzalo; Roldán, Édgar
Submitted (2025)

Global Balance and Systemic Risk in Financial Correlation Networks

Bartesaghi, Paolo; Diaz-Diaz, Fernando; Grassi, Rosanna; Uberti, Pierpaolo
Submitted (2025)

Mapping the distribution of seagrass meadows from space with deep convolutional neural networks

Giménez-Romero, Àlex; Ferchichi, Dhafer; Moreno-Spiegelberg, Pablo; Sintes, Tomàs; Matías, Manuel A.
Submitted (2025)

Modulational Instability and Dynamical Growth Blockade in the Nonlinear Hatano-Nelson Model

Longhi, Stefano
Advanced Physics Research 2024, 2400154 (1-10) (2025)

Reassessing quantum-thermodynamic enhancements in continuous thermal machines

Almanza-Marrero,José A.;Manzano,Gonzalo
Submitted (2025)

Shear and transport in a flow environment determine spatial patterns and population dynamics in a model of nonlocal ecological competition

Silvano, Nathan O. ; Valeriano, João; Hernández-García, Emilio; López, Cristóbal; Martinez-Garcia, Ricardo
Submitted (2025)

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), , (2025)

Unravelling the universal spatial properties of coral reefs

Giménez-Romero, Àlex; Matías, Manuel A.; Duarte, Carlos M.
Global Ecology and Biogeography 34, e13939 (1-12) (2025)

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

del Santo, Flavio; Manzano, Gonzalo; Brukner, Caslav
Submitted (2025)

Work extraction with feedback control using limited resources

Hartle, Harrison; Wolpert, David; Stier, Andrew; Kempes, Christopher P; Manzano, Gonzalo
Submitted (2025)

Q-deformed evolutionary dynamics in simple matrix games

Kitching, Christopher R.; Galla, Tobias
Physical Review E 110, 064319 (2024)

Manipulating Time Series Irreversibility Through Continuous Ordinal Patterns

Zanin, Massimiliano
Symmetry 16, 1696 (2024)

Non-local transitions and ground state switching in the self-organization of vascular networks

Klemm, Konstantin; Martens, Erik A.
Chaos 34, 123157 (1-10) (2024)

Conservative vs. non-conservative diffusion towards a target in a networked environment

Estrada, E.
Target Search Problems, Springer-Nature, 511-540 (2024)

Six decades of the FitzHugh–Nagumo model: A guide through its spatio-temporal dynamics and influence across disciplines

Cebrián-Lacasa, Daniel; Parra-Rivas, Pedro; Ruiz-Reynés, Daniel; Gelens, Lendert;
Physics Reports 1096, 1-39 (2024)

Navigational bottlenecks in nonconservative diffusion dynamics on networks

Soares, Giovanni G.; Estrada, Ernesto
AIMS Mathematics 9, 24297-24325 (2024)

Advanced Methodologies and Technologies for Innovative Information Systems

Cecil, Roy R.; Miranda, João L.; Nagy, Mariana; Da Silveira, Marcos; Zanin, Massimiliano
2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), IEEE, , 6745-6752 (2024)

A cross-disciplinary research framework at institution level and beyond

Argyris, Apostolos; Hernández-García, Emilio; San Miguel, Maxi
Nature Communications 15, 10399 (1-3) (2024)

Identifying Ordinal Similarities at Different Temporal Scales

Zunino, Luciano; Porte, Xavier; Soriano, Miguel C.
Entropy 26, 1016 (2024)

Role of coherence in many-body Quantum Reservoir Computing

Palacios, A; Martínez-Peña, R.; Soriano, M. C.; Giorgi, G. L.; Zambrini, R.
Communications Physics 7, 369 (2024)

Effective theory of collective deep learning

Arola-Fernández, Lluís; Lacasa, Lucas
Physical Review Research 6, L042040 (2024)

Compressed representations in deep learning: From algorithmic information to autoencoders and hypernetworks

Vivet, Arnau; (Arola-Fernández, Lluís; Lacasa, Lucas)
Master Thesis (2024)

Theoretical and data-driven models in Ecology

Giménez-Romero, Àlex (Supervisor: Matias, Manuel A.)
PhD Thesis (2024)

Ordinal language of antipersistent binary walks

Olivares, Felipe
Physics Letters A 527, 130017 (1-6) (2024)

Evaluating Time Irreversibility Tests Using Geometric Brownian Motions with Stochastic Resetting

Zanin, Massimiliano; Trajanovski, Pece; Jolakoski, Petar; Sandev, Trifce; Kocarev, Ljupco
Symmetry 16, 1445 (2024)

On the structure of species-function participation in multilayer ecological networks

Hervías-Parejo, Sandra; Cuevas-Blanco, Mar; Lacasa, Lucas; Traveset, Anna; Donoso, Isabel; Heleno, Rubén; Nogales, Manuel; Rodríguez-Echeverría, Susana; Melián, Carlos; Eguíluz, Victor
Nature Communications 15, (2024)

Adaptive control of recurrent neural networks using conceptors

Pourcel, Guillaume; Goldmann, Mirko; Fischer, Ingo; Soriano, Miguel C.
Chaos 34, 103127 (2024)

Aging and memory effects in social and economic dynamics

Abella, David (Supervisors: Ramasco, Jose J. and San Miguel, Maxi)
PhD Thesis (2024)

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