Publicaciones

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)

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 (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)

Computing with Dynamical Systems: from implementations towards novel concepts

Goldmann, Mirko (Supervisors: Fischer, Ingo; Mirasso, Claudio R.; Soriano, Miguel C.)
PhD Thesis (2024)

Stochastic thermodynamics of imitation models

Irisarri, Luis (Supervisors: Manzano, Gonzalo; Toral, Raúl)
Master Thesis (2024)

Deep Learning models for the analysis of time series: A practical introduction for the statistical physics practitioner

Crespo-Otero, Alfredo; Esteve, Pau; Zanin, Massimiliano
Chaos Solitons & Fractals 187, 115359 (2024)

Delayed kernels for longitudinal survival analysis and dynamic prediction

Davies, Annabel L.; Coolen, Anthony C. C.; Galla, Tobias
Statistical Methods in Medical Research 33, 1836-1858 (2024)

Temporal Network Embedding Using Classical Multidimensional Scaling

Marín Rodríguez, Francisco Javier (Supervisors: Arola-Fernánez, Lluís; Lacasa, Lucas)
Master Thesis (2024)

Exploring language relations through syntactic distances and geographic proximity

De Gregorio, Juan; Toral, Raúl; Sánchez, David
EPJ Data Science 13, 61 (1-27) (2024)

Innovation diffusion models

Miguel Rodríguez Shaw (Supervisors Raúl Toral and Pere Colet)
Master Thesis (2024)

Information-to-energy conversion in an autonomous thermal machine

Trigal, Lucas (Supervisors: Manzano, Gonzalo; López, Rosa)
Master Thesis (2024)

Fluctuations in molecular motors: thermodynamics of F1-ATPase

Nadal Rosa; Adrian (Supervisor: Manzano, Gonzalo)
Master Thesis (2024)

Generating functional analysis of a thresholded random generalised Lotka-Volterra model

Roig Oliver, Adrian (supervisor: Galla, Tobias)
Master Thesis (2024)

Power grid dynamics and stability with a high penetration of renewable energies

Martínez-Barbeito, María (Supervisors: Colet, Pere; Gomila, Damià)
PhD Thesis (2024)

Mass media competition and alternative ordering in social dynamics

Alvarez-Llamoza, O.; Cosenza, M.G.; Gonzalez-Avella, J.C.; Suarez, M.A.; Tucci, K.; Valverde, P.
Physical Review E 110, 024311 (2024)

Mathematical modeling of local balance in signed networks and its applications to global international analysis

Diaz-Diaz, Fernando; Bartesaghi, Paolo; Estrada, Ernesto
Journal of Applied Mathematics and Computing 70, 6195-6218 (2024)

Information-theoretic metrics of higher-order interactions on graphs

Danovski, Kaloyan (Supervisors: Meloni, Sandro; Sánchez, David)
Master Thesis (2024)

Quantum fluctuation dynamics of open quantum systems with collective operator-valued rates, and applications to Hopfield-like networks

Fiorelli, Eliana
Journal of Physics A: Mathematical and Theoretical 57, (2024)

Shortest path or random walks? A framework for path weights in network meta‐analysis

Rücker, Gerta.; Papakonstantinou, Theodoros; Nikolakopoulou, Adriani; Schwarzer, Guido.; Galla, Tobias; Davies, Annabel L
Statistics in Medicine 43, 4287-4304 (2024)

Complex Systems Perspectives on Large-Scale Weather and Climate Variability Patterns

Ehstand, Noémie (supervisors E. Hernandez-Garcia, C. Lopez and R.V. Donner)
PhD Thesis (2024)

Extinction and coexistence in a binary mixture of proliferating motile disks

Almodovar, Alejandro; Galla, Tobias; López, Cristóbal
Physical Review E 109, 064140 (2024)

High-order correlations reveal complex memory in temporal hypergraphs

Gallo, Luca; Lacasa, Lucas; Latora, Vito; Battiston, Federico
Nature Communications 15, 4754 (2024)

‘Xylella fastidiosa’ y el cambio climático amenazan la viticultura europea: hemos calculado cuánto

Giménez-Romero, Àlex; Matías, Manuel A.
The Conversation, , (2024)

Noisy kinetic-exchange opinion model with aging

Vieira, Allan R.; Llabrés, Jaume; Toral, Raúl; Anteneodo, Celia
Phys. Rev. E 109, 064119 (2024)

Status quo and challenges in air transport management research

Wandelt, Sebastian; Antoniou, Constantinos; Birolini, Sebastian; Delahaye, Daniel; Dresner, Martin; Fu, Xiaowen; Gössling, Stefan; Hong, Seock-Jin; Odoni, Amedeo R.; Zanin, Massimiliano; Zhang, Anming; Zhang, Hui; Zhang, Yahua; Sun, Xiaoqian
Journal of the Air Transport Research Society 2, 100014 (2024)

Eigenvalue spectra of finely structured random matrices

Poley, Lyle; Galla, Tobias; Baron, Joseph
Physical Review E 109, 064301 (2024)

Dynamic response of a ferromagnetic nanofilament under rotating fields: effects of flexibility, thermal fluctuations and hydrodynamics

Sánchez, PA; Cerrato, A; Cerdà, JJ; Bona-Casas, C; Sintes, T; Massó, J
Nanoscale 16, 11724-11738 (2024)

Low Cost Carriers Induce Specific and Identifiable Delay Propagation Patterns: An Analysis of the EU and US Systems

Gil-Rodrigo, Sofia; Zanin, Massimiliano
IEEE Access 12, 75323 - 75336 (2024)

Dynamical stability and chaos in artificial neural network trajectories along training

Danovski, Kaloyan; Soriano, Miguel C.; Lacasa, Lucas
Frontiers in Complex Systems 2, 1367957 (2024)

Biased versus unbiased numerical methods for stochastic simulations

Aguilar,Javier;Ramasco,Jose J.;Toral,Raúl
Communications Physics 7, 155 (2024)

Thermodynamics of computations with absolute irreversibility, unidirectional transitions, and stochastic computation times

Manzano, Gonzalo; Kardeş, Gülce; Roldán, Édgar; Wolpert, David
Physical Review X , 021026 (2024)

Global warming significantly increases the risk of Pierce's disease epidemics in European vineyards

Giménez-Romero, Àlex; Iturbide, Maialen; Moralejo, Eduardo; Gutiérrez, José M.; Matías, Manuel A.
Scientific Reports 14, 9648 (1-12) (2024)

Complex networks approach to study comorbidities in patients with unruptured intracranial aneurysms

Kivelev, Juri; Saarenpää, Ilkka; Karlsson, Antti; Crisafulli, Paride; Musciotto, Federico; Piilo, Jyrki; Mantegna Rosario N.
Scientific Reports 14, 9175 (2024)

How representative are air transport functional complex networks? A quantitative validation

Acharya, Kishor; Olivares, Felipe; Zanin, Massimiliano
Chaos 34, 043133 (2024)

Aging in some opinion formation models: a comparative study

Llabrés, Jaume; Oliver-Bonafoux, Sara; Anteneodo, Celia; Toral, Raúl
Physics 6, 515-528 (2024)

Reconstructing brain functional networks through identifiability and deep learning

Zanin, Massimiliano; Aktürk, Tuba; Yıldırım, Ebru; Yerlikaya, Deniz; Yener, Görsev; Güntekin, Bahar
Network Neuroscience 8, 241–259 (2024)

What is a mathematician doing…in a chemistry class?

Estrada, Ernesto
Foundations of Chemistry 26, 141–166 (2024)

Quantum coherence enables hybrid multitask and multisource regimes in autonomous thermal machines

Hammam, Kenza; Manzano, Gonzalo; de Chiara, Gabriele
Physical Review Research 6, 013310 (2024)

Pulsed interactions unify reaction-diffusion and spatial nonlocal models for biological pattern formation

Eduardo H. Colombo, Ricardo Martinez-Garcia, Justin M. Calabrese, Cristobal Lopez, Emilio Hernandez-Garcia
Journal of Statistical Mechanics: Theory and Experiment 2024, 034001 (2024)

Depletion Interactions at Interfaces Induced by Ferromagnetic Colloidal Polymers.

Cerdà, JJ; Batle, J; Bona-Casas, C; Massó, J; Sintes, T
Polymers 16, 820 (2024)

Deviation from neutral species abundance distributions unveils geographical differences in the structure of diatom communities

Pigani, E; Hay Mele, B; Campese, L; Ser-Giacomi, E; Ribera, M; Iudicone, D; Suweis,S
Science Advances 10, eadh0477 (2024)

Golden Laplacian Graphs

Akhter, S; Frasca, M.; Estrada, E.
Mathematics 12, 613 (2024)

Multidimensional political polarization in online social networks

Peralta, Antonio F.; Ramaciotti, Pedro; Kertész, János; Iñiguez, Gerardo
Phys. Rev. Research 6, 013170 (2024)

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