Publications

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)

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)

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)

When dialects collide: How socioeconomic mixing affects language use

Louf, Thomas; Ramasco, Jose J; Sanchez, David; Karsai, Marton
EPJ Data Science 14, 47 (1-21) (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)

Complex networks approach to curriculum analysis and subject integration: A case study on physics and mathematics

Tuzón,Paula;Salvà Salvà,Antoni;Fernández-Gracia,Juan
Physical Review Physics Education Research 21, 010161 (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)

Nonlinear transport in carbon quantum dot electronic devices: Experiment and theory

Copeland,Scott ; Ryu, Sungguen ; Imai, Kazunari ; Krasco, Nicholas; Lu, Zhixiang; Sánchez, David; Czubarow, Paul
Applied Physics Letters 126, 232104 (2025)

Nonlinear transport in carbon quantum dot electronicd evices: Experiment and theory

Copeland,S.; Ryu, S.; Imai, K.; Krasco, N.; Lu, Z.; Sánchez, D.; Czubarow, P.
Applied Physics Letters 126, 232104 (1-5) (2025)

Quantum machine learning via continuous-variable cluster states and teleportation

García-Beni, Jorge; Paparelle, Iris; Parigi, Valentina; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
EPJ Quantum Technology 12, 63 (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)

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)

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)

Temperature stabilization with Hebbian learning using an autonomous optoelectronic dendritic unit

Ortín, Silvia; Pflüger, Moritz; Argyris, Apostolos
Springer Nature Frontiers of Optoelectronics 18, 7 (1-12) (2025)

Aging in coevolving voter models

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

Leaf susceptibility of Macaronesian laurel forest species to Phytophthora ramorum

Moralejo, Eduardo; García-Muñoz, José A.; Denman, Sandra; Giménez-Romero, Àlex
European Journal of Forest Research 144, 363-376 (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)

Higher-order contagion processes in 1.99 dimensions

Meloni, Sandro; Gabrielli, Andrea; Villegas, Pablo
Submitted (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)

Comparing temporal and aggregated network descriptions of fluid transport in the Mediterranean Sea

Acharya, Kishor; Aguilar, Javier; Dall’Amico, Lorenzo; Nicolaou, Kyriacos; Meloni, Sandro; Ser-Giacomi, Enrico;
Physical Review E 111 , 024211 (2025)

Entanglement generation and stabilization by coherent collisions

Bozkurt, A. Mert; López, Rosa; Ryu, Sungguen
Physics Review Research 7, 013145 (2025)

Modelling echo chamber effects in signed networks

Vendeville, Antoine; Diaz-Diaz, Fernando
Physical Review E 111, 024302 (2025)

Interaction networks in persistent Lotka-Volterra communities

Poley, Lyle; Galla, Tobias; Baron, Joseph W.
Physical Review E 111, 014318 (2025)

Critical mobility in policy making for epidemic containment

Moreno López, J.A; Mateo, D; Hernando, A; Meloni, S; Ramasco, JJ
Scientific Reports 15, 3055 (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, 013077 (2025)

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

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

Q-deformed evolutionary dynamics in simple matrix games

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

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)

Linking intercontinental biogeographic events to decipher how European vineyards escaped Pierce's disease

Moralejo, Eduardo; Giménez-Romero, Àlex; Matías, Manuel A.
Proceedings of the Royal Society B 291, 20241130 (1-12) (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)

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

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

Probing coherent quantum thermodynamics using a trapped ion

Onishchenko, O.; Guarnieri, G.; Rosillo-Rodes, P.; Pijn, D.; Hilder, J.; Poschinger, U.G.; Perarnau-Llobet, M.; Eisert, J.; Schmidt-Kaler, F.
Nature Communications 15, (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)

Nonequilibrium Transition between Dissipative Time Crystals

Cabot, Albert; Giorgi, Gian Luca; Zambrini, Roberta
PRX Quantum 5 , 030325 (1-22) (2024)

Retrieving past quantum features with deep hybrid classical-quantum reservoir computing

Nokkala, Johannes; Giorgi, Gian Luca; Zambrini, Roberta
Machine Learning: Science and Technology 5, 035022 (1-14) (2024)

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