2. Publications

Publications

Characteristic signatures of Northern Hemisphere blocking events in a Lagrangian flow network representation of the atmospheric circulation

Ehstand, Noémie; Donner, Reik; López, Cristóbal; Hernández-García, Emilio
Chaos, to appear , (2021)

Modelling Parasite-produced Marine Diseases: The case of the Mass Mortality Event of Pinna nobilis

Giménez-Romero, Àlex; Grau, Amalia; Hendriks, Iris E.; Matias, Manuel A.
Ecological Modelling 459, 109705 (1-15) (2021)

Survival and Extreme Statistics of Work in Steady-State Heat Engines

Manzano, Gonzalo; Roldán, Édgar
Submitted (2021)

Dynamical phase transitions in quantum reservoir computing

Martínez-Peña, Rodrigo; Giorgi, Gian Luca; Nokkala, Johannes; Soriano, Miguel C.; Zambrini, Roberta
Physical Review Letters 127, 100502 (1-7) (2021)

Boosting the output power of large-aperture lasers by breaking their circular symmetry

Brejnak, A.; Gębski, M.; Sokół, A. K.; Marciniak, M.; Wasiak, M.; Muszalski, J.; Lott, J. A.; Fischer, I.; Czyszanowski, T.
Optica 8 (9), 1167-1175 (2021)

High-Performance Reservoir Computing With Fluctuations in Linear Networks

Nokkala, Johannes; Martínez-Peña, Rodrigo; Zambrini, Roberta; Soriano, Miguel C.
IEEE Transactions on Neural Networks and Learning Systems , (2021)

Deep neural networks using a single neuron: folded-in-time architecture using feedback-modulated delay loops

Stelzer, Florian; Röhm, Andre; Vicente, Raul; Fischer, Ingo; Yanchuk, Serhiy
Nature Communications 12, 5164 (1-10) (2021)

Network and geometric characterization of three-dimensional fluid transport between two layers

de la Fuente, Rebeca; Drótos, Gábor; Hernández-Garcı́a, Emilio; López, Cristóbal
Submitted (2021)

The AIMe registry for artificial intelligence in biomedical research

Julian Matschinske, ..., Massimiliano Zanin, Olga Zolotareva, Jan Baumbach & David B. Blumenthal
Nature Methods , (2021)

Ordinal patterns-based methodologies for distinguishing chaos from noise in discrete time series

Zanin, Massimiliano; Olivares, Felipe
Communications Physics 4, 190 (2021)

Eigenvalues of random matrices with generalised correlations: a path integral approach

Baron, Joseph William; Jewell, Thomas Jun; Ryder, Christopher; Galla, Tobias
Submitted (2021)

Lagrangian betweenness as a measure of bottlenecks in dynamical systems with oceanographic examples

Ser-Giacomi, E.; Baudena, A.; Rossi, V.; Follows, M.; Clayton, S.; Vasile, R.; Lopez, C.; Hernandez-Garcia, E.
Nature Communications 12, 4935 (1-14) (2021)

Reservoir Computing: Theory, Physical Implementations, and Applications

Nakajima, Kohei; Fischer, Ingo (Editors)
, Springer Singapore (2021)

Un nuevo demonio de Maxwell

Manzano, Gonzalo
Investigación y Ciencia (Scientific American), 539, 12-14 (2021)

Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population

Sánchez-Claros, Jaime ; Pariz, Aref; Valizadeh, Alireza; Canals, Santiago; Mirasso, Claudio
Frontiers in Systems Neuroscience 15, 705371: 1-16 (2021)

Simplifying functional network representation and interpretation through causality clustering

Zanin, Massimiliano
Scientific Reports 11, 15378 (2021)

Time-Delay Identification Using Multiscale Ordinal Quantifiers

Soriano, Miguel C.; Zunino, Luciano
Entropy 23, 969 (2021)

Human mobility: data analysis, theory and models

Mazzoli, Mattia (Advisors: Colet, Pere and Ramasco, Jose J.)
PhD Thesis (2021)

The many facets of the Estrada indices of graphs and networks

Estrada, Ernesto
Submitted (2021)

Where to cut to delay a pandemic with minimum disruption? Mathematical analysis based on the SIS model

Barthesaghi, Paolo; Estrada, Ernesto
Mathematical Models and Methods in the Applied Sciences , (2021)

Path Laplacians versus fractional Laplacians as nonlocal operators on networks

Estrada, Ernesto
New Journal of Physics 073049, (2021)

Inferring work by quantum superposing forward and time-reversal evolutions

Rubino, Giulia; Manzano, Gonzalo; Rozema, Lee A.; Walther, Philip; Parrondo, Juan M. R.; Brukner, Časlav
Submitted (2021)

Cambio de la criticidad en modelos epidemicos debido al confinamiento

Garcia Lozano, Jaime (Tesis de fin de grado, supervisor: Ramasco, Jose J)
Tesis de fin de grado (2021)

Leveraging network analysis to evaluate biomedical named entity recognition tools

Eduardo P. García del Valle; Gerardo Lagunes García; Lucía Prieto Santamaría; Massimiliano Zanin; Ernestina Menasalvas Ruiz; Alejandro Rodríguez-González
Scientific Reports 11, 13537 (2021)

Opportunities in Quantum Reservoir Computing and Extreme Learning Machines

Mujal, Pere; Martínez-Peña, Rodrigo; Nokkala, Johannes; García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Advanced Quantum Technologies , 2100027 (2021)

Collective effects on the performance and stability of quantum heat engines

Souza, Leonardo S.; Manzano, Gonzalo; Fazio, Rosario;Iemini,Fernando
Submitted (2021)

Keep it local and bird-friendly - Social acceptance of wind energy in Switzerland, Estonia and Ukraine

Pascal Vuichard, Anna Ebers Broughel, Andrea Tabi, Rolf Wüstenhagen
Submitted (2021)

Synchronization and Non-Markovianity in open quantum systems

Karpat, G; Yalçınkaya, İ; Çakmak, B; Giorgi, G. L.; Zambrini, R
Physical Review A 103, 062217 (1-10) (2021)

Intermittent decoherence blockade in a chiral ring environment

Lorenzo, Salvatore; Longhi, Stefano; Cabot, Albert; Zambrini, Roberta; Giorgi Gian Luca
Scientific Reports 11, 12834 (1-10) (2021)

Trends in Incidence and Transmission Patterns of COVID-19 in Valencia, Spain

Carolina Romero García; Adina Iftimi; Álvaro Briz-Redón; Massimiliano Zanin; Maria Otero; Mayte Ballester; José de Andrés; Giovanni Landoni; Dolores de las Marinas; Juan Carlos Catalá Bauset; Jesus Mandingorra
JAMA Network Open 4, e2113818 (2021)

Comment on "Steady-State Coherences by Composite System-Bath Interactions"

Cattaneo, Marco; Manzano, Gonzalo
Submitted (2021)

Beyond pairwise network similarity: exploring mediation and suppression between networks

Lucas Lacasa, Sebastiano Stramaglia, Daniele Marinazzo
Communications Physics 4, (2021)

DisMaNET: A network-based tool to cross map disease vocabularies

Eduardo P.García del Valle; Gerardo Lagunes García; Lucía Prieto Santamaría; Massimiliano Zanin; Ernestina Menasalvas Ruiz; Alejandro Rodríguez-González
Computer Methods and Programs in Biomedicine 207, 106233 (2021)

Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison

Ilinka Ivanoska; Kire Trivodaliev; Slobodan Kalajdziski; Massimiliano Zanin
Brain Sciences 11 (6), 735 (2021)

Assessing Granger Causality on Irregular Missing and Extreme Data

Zanin, Massimiliano
IEEE Access 9, 75362 - 75374 (2021)

Persistent individual bias in a voter model with quenched disorder

Baron, Joseph William
Physical Review E 103, 052309 (2021)

Principles and open questions in functional brain network reconstruction

Korhonen, Onerva; Zanin, Massimiliano; Papo, David
Human Brain Mapping , (2021)

Modeling financial distress propagation on customer-supplier networks

Nin, J; Salbanya, B; Fleurquin, P; Tomas, E; Arenas, A; Ramasco, JJ
Chaos 31, 053119 (2021)

Unveiling the role of plasticity rules in reservoir computing

Morales, Guillermo B.; Mirasso, Claudio R.; Soriano, Miguel C.
Neurocomputing , (2021)

¿A más seguidores, más éxito?: las matemáticas detrás de los 'influencers' y de las redes sociales

Estrada, Ernesto
Periodico ABC, Seccion ABCdario de la Matematicas, , 17 May (2021)

56 GBaud PAM-4 100 km Transmission System with Photonic Processing Schemes

Estébanez, Irene; Li, Shi; Schwind, Janek; Fischer, Ingo; Pachnicke, Stephan; Argyris, Apostolos
Submitted (2021)

Consensus, polarisation and coexistence in a continuous opinion dynamics model with quenched disorder

Baron, Joseph William
Submitted (2021)

Cascading from SARS-CoV-2 to Parkinson’s Disease through Protein-Protein Interactions

Estrada, Ernesto
Viruses 13, 897 (2021)

Framing in multiple public goods games and donation to charities

Cardoso, Felipe M; Meloni, Sandro; Gracia-Lázaro, Carlos; Antonioni, Alberto; Cuesta, José A; Sánchez, Ángel; Moreno, Yamir;
Royal Society Open Science 8, 202117 (2021)

Bath-induced collective phenomena on superconducting qubits: synchronization, subradiance, and entanglement generation

Cattaneo, Marco; Giorgi, Gian Luca; Maniscalco, Sabrina; Paraoanu, Gheorghe Sorin; Zambrini, Roberta
Annalen Der Physik 533, 2100038 (2021)

Uncovering the socioeconomic facets of human mobility

Barbosa, H; Hazarie, S; Dickinson, B;Bassolas, A; Frank, A; Kautz, H; Sadilek, A; Ramasco, JJ; Ghoshal, G
Scientific Reports 11, 8616 (2021)

Predicting hidden structure in dynamical systems

Gauthier, Daniel J.; Fischer, Ingo
Nature Machine Intelligence 3, 281–282 (2021)

Unequal housing affordability across European cities. The ESPON Housing Database, Insights on Affordability in Selected Cities in Europe

Le Goix, R; Ysebaert, R; Giraud, T; Lieury, M; Boulay, G; Coulon, M; Rey-Coyrehourcq, S; Lemoy, R; Ramasco, J J; Mazzoli, M; Colet, P; Theurillat, T; Segessemann, A; Marcińczak, S; Bartosiewicz, B
cybergeo , (2021)

Engineering dissipation with resistive elements in circuit quantum electrodynamics

Cattaneo, Marco; Paraoanu, Gheorghe Sorin
Submitted (2021)

A Fast Transform for Brain Connectivity Difference Evaluation

Zanin, Massimiliano; Ivanoska, Ilinka; Güntekin, Bahar; Yener, Görsev; Loncar-Turukalo, Tatjana; Jakovljevic, Niksa; Sveljo, Olivera; Papo, David
Neuroinformatics , (2021)

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