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Publications

Finding contrasting patterns in rhythmic properties between prose and poetry

H. Ferraz De Arruda, S. Martinelli Reia, F. Nascimento Silva, D. Raphael Amancio, L. Da Fontoura Costa
Physica A: Statistical Mechanics and its Applications 598 (2022)

Toward understanding the communication in sperm whales

J. Andreas, G. Beguš, M. Bronstein, R. Diamant, D. Delaney, S. Gero, S. Goldwasser, D. F. Gruber, S. de Haas, P. Malkin, N. Pavlov, R. Payne, G. Petri, D. Rus, P. Sharma, D. Tchernov, P. Tønnesen, A. Torralba, R. J. Wood
iScience 25, 6 (2022)

Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas

A. Aleta, D. Martín-Corral, M. Bakker, A. Pastore Y Piontti, M. Ajelli, M. Litvinova, M. Chinazzi, N. E. Dean, M. E. Halloran, I. Longini, A. Pentland, A. Vespignani, Y. Moreno, E. Moro
PNAS 119 (26) e2112182119 (2022)

From subcritical behavior to a correlation-induced transition in rumor models

G. Ferraz de Arruda, L. G. S. Jeub, A. S. Mata, F. A. Rodrigues, Y. Moreno
Nature Communications 13, 3049 (2022)

Collective Games on Hypergraphs

U. Alvarez-Rodriguez, F. Battiston, G. Ferraz de Arruda, Y. Moreno, M. Perc, V. Latora
Higher-Order Systems Part of the Understanding Complex Systems book series (UCS) (2022)

Higher-Order Description of Brain Function

P. Expert, G. Petri
Higher-Order Systems (2022)

A Need for a Paradigm Shift in Healthy Nutrition Research

A. Aleta, F. Brighenti, O. Jolliet, E. Meijaard, R. Shamir, Y. Moreno, M. Rasetti
Frontiers in Nutrition 9, 881465 (2022)

Modelling how social network algorithms can influence opinion polarization

H. Ferraz De Arruda, F. M. Cardoso, G. Ferraz de Arruda, A. R. Hernández, L. Da Fontoura Costa, Y. Moreno
Information Sciences 588 (2022)

Group interactions modulate critical mass dynamics in social convention

I. Iacopini, G. Petri, A. Baronchelli, A. Barrat
Communications Physics 5 / 64 (2022)

Indirect influence in social networks as an induced percolation phenomenon

J. Xie, X. Wang, L. Feng, J. Zhao, W. Liu, Y. Moreno, Y. Hu
PNAS 119 (9) (2022)

Emergence of Constructor-Based Irreversibility in Quantum Systems: Theory and Experiment

C. Marletto, V. Vedral, L. T. Knoll, F. Piacentini, E. Bernardi, E. Rebufello, A. Avella, M. Gramegna, I. Degiovanni, M. Genovese
Physical Review Letters 128, 080401 (2022)

Sex Differences in Aggression Are Paralleled by Differential Activation of the Brain Social Decision-Making Network in Zebrafish

M. F. Scaia, I. Akinrinade, G. Petri, R. F. Oliveira
Frontiers in Behavioral Neuroscience 16: 784835 (2022)

Influential groups for seeding and sustaining nonlinear contagion in heterogeneous hypergraphs

G. St-Onge, I. Iacopini, V. Latora, A. Barrat, G. Petri, A. Allard, L. Hébert-Dufresne
Communications Physics 5, 25 (2022)

Topological Features of Electroencephalography are Robust to Re-referencing and Preprocessing

J. Billings, R. Tivadar, M. M. Murray, B. Franceschiello, G. Petri
Brain Topography 35 (2022)

The rise and fall of countries in the global value chains

L. G. A. Alves, G. Mangioni, F. A. Rodrigues, P. Panzarasa, Y. Moreno
Scientific Reports 12, 9086 (2021)

Are People Optimistically Biased about the Risk of COVID-19 infection? Lessons from the first wave of the pandemic in Europe

K. McColl, M. Debin, C. Souty, C. Guerrisi, C. Turbelin, A. Falchi, I. Bonmarin, D. Paolotti, C. Obi, J. Duggan, Y. Moreno, A. Wisniak, A. Flahault, T. Blanchon, V. Colizza, J. Raude
International Journal of Environmental Research and Public Health 19 (1), 436 (2021)

Stabilization of cyclic processes by slowly varying forcing

J. Newman, M. Lucas, A. Stefanovska
Chaos 31, 123129 (2021)

Statistical properties of mutualistic-competitive random networks

C. T. Martínez-Martínez, J. A. Méndez-Bermúdez, T. Peron, Y. Moreno
Chaos, Solitons & Fractals Volume 153, Part 2 (2021)

Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave

J. T. Davis, M. Chinazzi, N. Perra, K. Mu, A. Pastore Y Piontti, M. Ajelli, N. E. Dean, C. Gioannini, M. Litvinova, S. Merler, L. Rossi, K. Sun, X. Xiong, I. M. Longini Jr., M. E. Halloran, C. Viboud, A. Vespignani
Nature (2021)

The physics of higher-order interactions in complex systems

F. Battiston, E. Amico, A. Barrat, G. Bianconi, G. Ferraz de Arruda, B. Franceschiello, I. Iacopini, S. Kéfi, V. Latora, Y. Moreno, M. M. Murray, T. D. P. Peixoto, F. Vaccarino, A. Petri
Nature Physics 17 (2021)

Layer-wise relevance propagation for backbone identification in discrete fracture networks

S. Berrone, F. Della Santa, A. Mastropietro, S. Pieraccini, F. Vaccarino
Journal of Computational Science 55/101458 (2021)

Temporal teleportation with pseudo-density operators: How dynamics emerges from temporal entanglement

C. Marletto, V. Vedral, S. Virzì, A. Avella, F. Piacentini, M. Gramegna, I. Degiovanni, M. Genovese
Science Advances Vol 7, No. 38 (2021)

Developmental effects of oxytocin neurons on social affiliation and processing of social information

A. R. Nunes, M. Gliksberg, S. A. M. Varela, M. Teles, E. Wircer, J. Blechman, G. Petri, G. Levkowitz, R. Oliveira
JNeurosci (The Journal of Neuroscience) JN-RM-2939-20 (2021)

Evolutionary games on simplicial complexes

H. Guo, D. Jia, I. Sendiña-Nadal, M. Zhang, Z. Wang, X. Li, K. Alfaro-Bittner, Y. Moreno, S. Boccaletti
Chaos, Solitons & Fractals 150, 111103 (2021)

Linear and Nonlinear Quantitative EEG Analysis during Neutral Hypnosis following an Opened/Closed Eye Paradigm

G. Rho, A. L. Callara, G. Petri, M. Nardelli, E. P. Scilingo, A. Greco, V. De Pascalis
Simmetry 3(8) (2021)

Hypergraph reconstruction from network data

J. Young, G. Petri, T. D. P. Peixoto
Communications Physics 4:135 (2021)

Polarization inhibits the phase transition of Axelrod's model

C. Gracia-Lazaro, E. Brigatti, A. R. Hernández, Y. Moreno
Physical Review E 103, 062306 (2021)

A local-realistic model for quantum theory

Proceedings of the Royal Society A 477 / 2250 (2021)

The impact of relaxing interventions on human contact patterns and SARS-CoV-2 transmission in China

J. Zhang, M. Litvinova, Y. Liang, W. Zheng, H. Shi, A. Vespignani, C. Viboud, M. Ajelli, H. Yu
Science Advances 7, 19, eabe2584 (2021)

Framing in multiple public goods games and donation to charities

F. M. Cardoso, S. Meloni, C. Gracia-Lazaro, A. Antonioni, J. Cuesta, A. Sanchez, Y. Moreno
Royal Society Open Science 8:202117 (2021)

Computing invariants for multipersistence via spectral systems and effective homology

A. Guidolin, J. Divasón, A. Romero, F. Vaccarino
Journal of Symbolic Computation 104 (2021)

Machine learning for flux regression in discrete fracture networks

S. Berrone, F. Della Santa, S. Pieraccini, F. Vaccarino
GEM - International Journal on Geomathematics 12/9 (2021)

Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile

N. Gozzi, M. Tizzoni, M. Chinazzi, L. Ferres, A. Vespignani, N. Perra
Nature Communications 12:2429 (2021)

Simplicial and topological descriptions of human brain dynamics

J. Billings, M. Saggar, J. Hlinka, S. Keilholz, G. Petri
Network Neuroscience (2021)

Revealing Consensus and Dissensus between Network Partitions

T. D. P. Peixoto
Physical Review X 11, 021003 (2021)

Infectivity, susceptibility, and risk factors associated with SARS-CoV-2 transmission under intensive contact tracing in Hunan, China

S. Hu, W. Wang, Y. Wang, M. Litvinova, K. Luo, L. Ren, Q. Sun, X. Chen, G. Zeng, J. Li, L. Liang, Z. Deng, W. Zheng, M. Li, H. Yang, J. Guo, K. Wang, X. Chen, Z. Liu, H. Yan, H. Shi, Z. Chen, Y. Zhou, K. Sun, A. Vespignani, C. Viboud, L. Gao, M. Ajelli, H. Yu
Nature Communications 12, 1533 (2021)

Seeding COVID-19 across Sub-Saharan Africa: An Analysis of Reported Importation Events across 49 Countries

L. A. Skrip, P. Selvaraj, B. Hagedorn, A. L. Ouédraogo, N. Noori, A. Orcutt, D. Mistry, J. Bedson, L. Hébert-Dufresne, S. V. Scarpino, B. M. Althouse
The American Journal of Tropical Medicine and Hygiene 00(0) (2021)

Homological scaffold via minimal homology bases

M. Guerra, A. De Gregorio, U. Fugacci, G. Petri, F. Vaccarino
Scientific Reports 11:5355 (2021)

Topological limits to the parallel processing capability of network architectures

G. Petri, S. Musslick, B. Dey, K. Özcimder, D. Turner, K. Ahmed, T. L. Willke, J. D. Cohen
Nature Physics (2021)

Role of time scale in the spreading of asymmetrically interacting diseases

P. C. Ventura Da Silva, Y. Moreno, F. A. Rodrigues
Physical Review Research 3, 013146 (2021)

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

M. Nanni, G. Andrienko, M. Nanni, A. Barabási, C. Boldrini, F. Bonchi, C. Cattuto, F. Chiaromonte, G. Comandé, M. Conti, M. Coté, V. Dignum, J. Domingo-Ferrer, P. Ferragina, F. Giannotti, R. Guidotti, D. Helbing, K. Kaski, J. Kertesz, S. Lehmann, B. Lepri, P. Lukowicz, S. Matwin, D. MegíasJiménez, A. Monreale, K. Morik, N. Oliver, A. Passarella, A. Passerini, D. Pedreschi, A. Pentland, F. Pianesi, F. Pratesi, S. Rinzivillo, S. Ruggieri, A. Siebes, V. Torra, R. Trasarti, J. van den Hoven, A. Vespignani
Ethics and Information Technology (2021)

Unique superdiffusion induced by directionality in multiplex networks

X. Wang, A. Tejedor, Y. Wang, Y. Moreno
New Journal of Physics 23 / 013016 (2021)

Transmission heterogeneities, kinetics, and controllability of SARS-CoV-2

K. Sun, W. Wang, L. Gao, Y. Wang, K. Luo, L. Ren, Z. Zhan, X. Chen, S. Zhao, Y. Huang, Q. Sun, Z. Liu, M. Litvinova, A. Vespignani, M. Ajelli, C. Viboud, H. Yu
Science 371, 254 (2021)

Inferring high-resolution human mixing patterns for disease modeling

D. Mistry, M. Litvinova, A. Pastore Y Piontti, M. Chinazzi, L. Fumanelli, M. F. C. Gomes, S. A. Haque, Q. Liu, K. Mu, X. Xiong, M. E. Halloran, I. M. Longini Jr., S. Merler, M. Ajelli, A. Vespignani
Nature Communications 12, 323 (2021)

Evolutionary dynamics of higher-order interactions in social networks

U. Alvarez-Rodriguez, F. Battiston, G. Ferraz de Arruda, Y. Moreno, M. Perc, V. Latora
Nature Human Behaviour (2021)

The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions

Q. Liu, A. I. Bento, K. Yang, H. Zhang, X. Yang, S. Merler, A. Vespignani, J. Lv, H. Yu, W. Zhang, T. Zhou, M. Ajelli
PLoS Computational Biology 16 (12) (2020)

Dynamics of heuristics selection for cooperative behaviour

F. M. Cardoso, C. Gracia-Lazaro, Y. Moreno
New Journal of Physics 22 (2020)

Here, the huge rainbow within the COVID-19 storm

I. Capua, M. Rasetti
EClinicalMedicine Volumes 29–30 (2020)

Statistical inference of assortative community structures

L. Zhang, T. D. P. Peixoto
Physical Review Research 2, 043271 (2020)

Link prediction in multiplex networks via triadic closure

A. Aleta, M. Tuninetti, D. Paolotti, Y. Moreno, M. Starnini
Physical Review Research 2, 4 (2020)

Superspreading events in the transmission dynamics of SARS-CoV-2: Opportunities for interventions and control

B. M. Althouse, E. A. Wenger, J. C. Miller, S. V. Scarpino, A. Allard, L. Hébert-Dufresne, H. Hu
PLOS Biology 18 (11) (2020)

Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting

L. Hébert-Dufresne, B. M. Althouse, S. V. Scarpino, A. Allard
Journal of the Royal Society Interface 17, 172 (2020)

Early Insights from Statistical and Mathematical Modeling of Key Epidemiologic Parameters of COVID-19

M. Biggerstaff, B. J. Cowling, M. Cucunubá, L. Dinh, N. M. Ferguson, H. Gao, V. Hill, N. Imai, M. A. Johansson, S. Kada, O. Morgan, A. Pastore Y Piontti, J. A. Polonsky, P. Venkata Prasad, T. M. Quandelacy, A. Rambaut, J. W. Tappero, K. A. Vandemaele, A. Vespignani, K. L. Warmbrod, J. Y. Wong
Emerging Infectious Diseases 26(11): e201074 (2020)

Universality of eigenvector delocalization and the nature of the SIS phase transition in multiplex networks

G. Ferraz de Arruda, J. A. Mendéz-Bermudéz, F. A. Rodrigues, Y. Moreno
Journal of Statistical Mechanics: Theory and Experiment (2020)

Witnessing nonclassicality beyond quantum theory

C. Marletto, V. Vedral
Physical Review D 102, 086012 (2020)

Crowding and the shape of COVID-19 epidemics

B. Rader, S. V. Scarpino, A. Nande, A. L. Hill, B. Adlam, R. C. Reiner, D. M. Pigott, B. Gutierrez, A. E. Zarebski, M. Shrestha, J. S. Brownstein, M. C. Castro, C. Dye, H. Tian, O. G. Pybus, M. U. G. Kraemer
Nature Medicine 26 (2020)

Null models for multioptimized large-scale network structures

S. Morel-Balbi, T. D. P. Peixoto
Physical Review E 102, 032306 (2020)

Assessing the spread of COVID-19 in Brazil: Mobility, morbidity and social vulnerability

F. C. Coelho, R. M. Lana, O. G. Cruz, D. A. M. Villela, L. S. Bastos, A. Pastore Y Piontti, J. T. Davis, A. Vespignani, C. T. Codeço, M. F. C. Gomes
PLoS ONE 15(9): e0238214 (2020)

Disease and information spreading at different speeds in multiplex networks

F. Velásquez-Rojas, P. C. Ventura Da Silva, C. Connaughton, Y. Moreno, F. A. Rodrigues, F. Vazquez
Physical Review E 102, 2 (2020)

Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models

D. Liu, L. Clemente, C. Poirier, X. Ding, M. Chinazzi, J. Davis, A. Vespignani, M. Santillana
Journal of medical Internet research 22(8):e20285 (2020)

Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19

A. Aleta, D. Martín-Corral, A. Pastore Y Piontti, M. Ajelli, M. Litvinova, M. Chinazzi, N. E. Dean, M. E. Halloran, I. Longini, S. Merler, A. Pentland, A. Vespignani, E. Moro, Y. Moreno
Nature Human Behaviour 4 (2020)

Behavioural patterns behind the demise of the commons across different cultures

M. Jusup, F. M. Cardoso, C. Gracia-Lazaro, C. Liu, Z. Wang, Y. Moreno
Royal Society Open Science 7, 7 (2020)

Aharonov-Bohm Phase is Locally Generated Like All Other Quantum Phases

C. Marletto, V. Vedral
Physical Review Letters 125, 4 (2020)

Latent Poisson models for networks with heterogeneous density

T. D. P. Peixoto
Physical Review E 102, 012309 (2020)

Data-driven contact structures: From homogeneous mixing to multilayer networks

A. Aleta, G. Ferraz de Arruda, Y. Moreno
Plos Computational Biology 16(7): e1008035 (2020)

Merge-split Markov chain Monte Carlo for community detection

T. D. P. Peixoto
Phyisical Review E 102, 012305 (2020)

Socioeconomic bias in influenza surveillance

S. V. Scarpino, J. G. Scott, R. M. Eggo, B. Clements, N. B. Dimitrov, L. A. Meyers
PLOS Computational Biology 16 (7) (2020)

Effect of network topology and node centrality on trading

F. M. Cardoso, C. Gracia-Lázaro, F. Moisan, S. Goyal, A. Sanchez, Y. Moreno
Scientific Reports 10 (1) (2020)

Changes in contact patterns shape the dynamics of the COVID-19 outbreak in China

J. Zhang, M. Litvinova, Y. Liang, Y. Wang, W. Wang, S. Zhao, Q. Wu, S. Merler, C. Viboud, A. Vespignani, M. Ajelli, H. Yu
Science 368/6498 (2020)

Networks beyond pairwise interactions: structure and dynamics

F. Battiston, G. Cencetti, I. Iacopini, V. Latora, M. Lucas, A. Patania, J. Young, G. Petri
Physics Reports (2020)

Effect of memory, intolerance, and second-order reputation on cooperation

C. Xia, C. Gracia-Lázaro, Y. Moreno
Chaos: An Interdisciplinary Journal of Nonlinear Science 30, 063122 (2020)

Reshaping a nation: Mobility, commuting, and contact patterns during the COVID-19 outbreak

B. Klein, T. LaRock, S. McCabe, L. Torres, L. Friedland, F. Privitera, B. Lake, M. U. G. Kraemer, J. S. Brownstein, D. Lazer, T. Eliassi-Rad, S. V. Scarpino, A. Vespignani, M. Chinazzi
Northeastern University - Network Science Institute (2020)

Understanding drivers when investing for impact: an experimental study

L. De Amicis, S. Binenti, F. M. Cardoso, C. Gracia-Lázaro, Á. Sánchez, Y. Moreno
Palgrave Communications 6, 1 (2020)

Modelling COVID-19

A. Vespignani, H. Tian, C. Dye, J. O. Lloyd- Smith, R. M. Eggo, M. Shrestha, S. Scarpino, B. Gutierrez, M. Kraemer, J. Wu, K. Leung, G. M. Leung
Nature Review Physics (2020)

The effect of human mobility and control measures on the COVID-19 epidemic in China

M. Kraemer, C. Yang, B. Gutierrez, C. Wu, B. Klein, D. M. Pigott, L. Du Plessis, N. R. Faria, R. Li, W. P. Hanage, J. S. Brownstein, M. Layan, A. Vespignani, H. Tian, C. Dye, O. G. Pybus, S. Scarpino
Science 38 (2020)

A framework for the construction of generative models for mesoscale structure in multilayer networks

M. Bazzi, L. Jeub, A. Arenas, S. D. Howison, M. A. Porter
Physical Review Research 2, 023100 (2020)

Evolving epidemiology and transmission dynamics of coronavirus disease 2019 outside Hubei province, China: a descriptive and modelling study

J. Zhang, M. Litvinova, W. Wang, Y. Wang, L. Yi, X. Chen, Q. Wu, Y. Liang, X. Wang, J. Yang, K. Sun, I. Longini, M. E. Halloran, P. Wu, B. Cowling, S. Merler, C. Viboud, A. Vespignani, M. Ajelli, H. Yu
The Lancet Infectious Diseases (2020)

Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle

N. Oliver, B. Lepri, H. Sterly, R. Lambiotte, S. Delataille, M. De Nadai, E. Letouzé, A. Ali Salah, R. Benjamins, C. Cattuto, V. Colizza, N. De Cordes, S. P. Fraiberger, T. Koebe, S. Lehmann, J. Murillo, A. Pentland, P. N. Pham, F. Pivetta, J. Saramäki, S. Scarpino, M. Tizzoni, S. Verhulst, P. Vinck
Science Advances 6, 23 (2020)

The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak

M. Chinazzi, J. Davis, M. Ajelli, C. Gioannini, M. Litvinova, S. Merler, A. Pastore Y Piontti, K. Mu, L. Rossi, K. Sun, C. Viboud, X. Xiong, H. Yu, M. E. Halloran, I. Longini, A. Vespignani
Science 368, 6489 (2020)

Social contagion models on hypergraphs

G. Ferraz de Arruda, G. Petri, Y. Moreno
Physical Review Research 2 (2) (2020)

Assessing changes in commuting and individual mobility in major metropolitan areas in the United States during the COVID-19 outbreak

B. Klein, T. LaRock, S. McCabe, L. Torres, F. Privitera, B. Lake, M. U. G. Kraemer, J. S. Brownstein, D. Lazer, T. Eliassi-Rad, S. V. Scarpino, M. Chinazzi, A. Vespignani
Northeastern University - Network Science Institute (2020)

Detecting critical slowing down in high-dimensional epidemiological systems

T. Brett, M. Ajelli, Q. Liu, M. G. Krauland, J. J. Grefenstette, W. G. Van Panhuis, A. Vespignani, J. Drake, P. Rohani
Plos Computational Biology 16 (3), e1007679 (2020)

A novel route to cyclic dominance in voluntary social dilemmas

H. Guo, Z. Song, S. Geček, X. Li, M. Jusup, M. Perc, Y. Moreno, S. Boccaletti, Z. Wang
Journal of The Royal Society Interface 17, 164 (2020)

Collective dynamics of random Janus oscillator networks

T. Peron, D. Eroglu, F. A. Rodrigues, Y. Moreno
Physical Review Research 2, 013255 (2020)

Phase transitions in information spreading on structured populations

J. Davis, N. Perra, Q. Zhang, Y. Moreno, A. Vespignani
Nature Physics 16 (5) (2020)

Spectral and localization properties of random bipartite graphs

C. T. Martìnez-Martìnez, J. A. Mendéz-Bermudéz, Y. Moreno, J. J. Pineda-Pineda, J. M. Sigarreta
Chaos, Solitons & Fractals: X 3, 100021 (2020)

Preliminary assessment of the International Spreading Risk Associated with the 2019 novel Coronavirus (2019-nCoV) outbreak in Wuhan City

M. Chinazzi, J. Davis, C. Gioannini, M. Litvinova, A. Pastore Y Piontti, L. Rossi, X. Xiong, M. E. Halloran, I. Longini, A. Vespignani
Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston (2020)

Impact of the distribution of recovery rates on disease spreading in complex networks

G. Ferraz de Arruda, A. Petri, F. A. Rodrigues, Y. Moreno
Physical Review Research 2, 1 013046 (2020)

Centrality anomalies in complex networks as a result of model over-simplification

L. G. A. Alves, A. Aleta, F. A. Rodrigues, Y. Moreno, L. Amaral
New Journal of Physics 22, 013043 (2020)

Asymptomatic Infection and Transmission of Pertussis in Households: A Systematic Review

R. Craig, E. Kunkel, N. S. Crowcroft, M. C. Fitzpatrick, H. De Melker, B. M. Althouse, T. Merkel, S. V. Scarpino, K. Koelle, L. Friedman, C. Arnold, S. Bolotin
Clinical Infectious Diseases 70/1 (2020)

Bridging the gap between efficacy trials and model-based impact evaluation for new tuberculosis vaccines

M. Tovar, S. Arregui, D. Marinova, C. Martin, J. Sanz, Y. Moreno
Nature Communications 10 / 5457 (2019)

Ten principles to integrate the water-energy-land nexus with climate services for co-producing local and regional integrated assessments

R. Cremades, H. Mitter, N. Tudose, A. Sanchez-Plaza, A. Graves, A. Broekman, S. Bender, C. Giupponi, P. Koundouri, M. Bahri, S. Cheval, J. Cortekar, Y. Moreno, O. Melo, K. Karner, C. Ungurean, S. Davidescu, B. Kropf, F. Brouwer, M. Marin
Science of the Total Environment 693, 133662 (2019)

Focus on multilayer networks

Y. Moreno, M. Perc
New Journal of Physics 22, 010201 (2019)

Crash dynamics of interdependent networks

J. Li, C. Xia, G. Xiao, Y. Moreno
Scientific Reports 9:14574 (2019)

Onset of synchronization of Kuramoto oscillators in scale-free networks

T. Peron, B. Messias, A. S. Mata, F. A. Rodrigues, Y. Moreno
Physical Review E 100, 042302 (2019)

Analyzing a networked social algorithm for collective selection of representative committees

A. R. Hernández, C. Garcia-Làzaro, E. Brigatti, Y. Moreno
PLoS One 14 (9): e0222945 (2019)

Epidemic spreading with awareness and different time scales in multiplex networks

P. C. Ventura Da Silva, F. Velásquez-Rojas, C. Connaughton, F. Vazquez, Y. Moreno, F. A. Rodrigues
Physical Review E 100, 032313 (2019)

Layer degradation triggers an abrupt structural transition in multiplex networks

E. Cozzo, G. Ferraz de Arruda, F. A. Rodrigues, Y. Moreno
Physical Review E 100, 012313 (2019)

Spreading of computer viruses on time-varying networks

T. Brett, G. Loukas, Y. Moreno, N. Perra
Physical Review E 99, 050303 (2019)

Topical alignment in online social systems

F. M. Cardoso, S. Meloni, A. Santanche, Y. Moreno
Frontiers in Physics 7 (2019)

Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms

K. Kalimeri, M. Delfino, C. Cattuto, D. Perrotta, V. Colizza, C. Guerrisi, C. Turbelin, J. Duggan, J. Edmunds, C. Obi, R. Peabody, A. Franco, Y. Moreno, S. Meloni, C. Koppeschaar, C. Kjelsø, R. Mexia, D. Paolotti
PLOS Computational Biology 15(4): e1006173 (2019)

Multilayer Networks in a Nutshell

Annual Review of Condensed Matter Physics 10 (2019)

The nested structural organization of the worldwide trade multi-layer network

L. G. A. Alves, G. Mangioni, I. Cingolani, F. A. Rodrigues, P. Panzarasa, Y. Moreno
Scientific Reports 9: 2866 (2019)

Structural transition in interdependent networks with regular interconnections

X. Wang, R. E. Kooij, Y. Moreno, P. Van Mieghem
Physical Review E 99 (1), 012311 (2019)

Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age

A. Pastore Y Piontti, N. Perra, L. Rossi, N. Samay, A. Vespignani, C. Gioannini, B. Goncalves, M. C. Gomes
Springer International Publishing (2018)

Simplicial Activity Driven Model

G. Petri, A. Barrat
Physical Review Letters 121, 228301 (2018)

Measurability of the epidemic reproduction number in data-driven contact networks

Q. Liu, M. Ajelli, A. Aleta, S. Merler, Y. Moreno, A. Vespignani
Proceedings of the National Academy of Sciences 115 (50), 12680-12685 (2018)

Resource heterogeneity leads to unjust effort distribution in climate change mitigation

J. Vicens, N. Bueno-Guerra, M. Gutiérrez-Roig, C. Gracia-Lazaro, J. Gomez-Gardenes, J. Perelló, A. Sanchez, Y. Moreno, J. Duch
Plos One (2018)

Quantifying the risk of local Zika virus transmission in the continental US during the 2015-2016 ZIKV epidemic

K. Sun, Q. Zhang, A. Pastore Y Piontti, M. Chinazzi, D. Mistry, N. E. Dean, D. P. Rojas, S. Merler, P. Poletti, L. Rossi, M. E. Halloran, I. Longini, A. Vespignani
BMC Medicine 16:195 (2018)

A polynomial eigenvalue approach for multiplex networks

G. Ferraz de Arruda, E. Cozzo, F. A. Rodrigues, Y. Moreno
New Journal of Physics 20 (2018)

Diffusion Dynamics and Optimal Coupling in Multiplex Networks with Directed Layers

A. Tejedor, A. Longjas, E. Foufoula-Georgiu, T. T. Georgiu, Y. Moreno
Phys. Rev. X 8, 031071 (2018)

Physics of humans, physics for society

G. Caldarelli, S. Wolf, Y. Moreno
Nature Physics 14, 870 (2018)

The contagion effects of repeated activation in social networks

P. Piedrahita, J. Borge-Holthoefer, Y. Moreno, S. González-Bailón
Social Networks 54 (2018)

Multiplex Networks - Basic Formalism and Structural Properties

E. Cozzo, G. Ferraz de Arruda, F. A. Rodrigues, Y. Moreno
Multiplex Networks (Basic Formalism and Structural Properties) VII, 121 (2018)

Robustness of cultural communities in an open-ended Axelrod’s model

A. R. Hernández, C. Garcia-Lázaro, E. Brigatti, Y. Moreno
Physica A: Statistical Mechanics and its Applications 509 (2018)

The joint influence of competition and mutualism on the biodiversity of mutualistic ecosystems

C. Gracia-Lazaro, L. Hernàndez, J. Borge-Holthoefer, Y. Moreno
Scientific Reports 8 (2018)

Sparse Power-Law Network Model for Reliable Statistical Predictions Based on Sampled Data

A. P. Kartun-Giles, D. Krioukov, J. Gleeson, Y. Moreno, G. Bianconi
Entropy 20(4), 257 (2018)

Intergenerational cooperation within the household: a Public Good game with three generations

J. A. Molina, A. Ferrer, J. I. Giménez-Nadal, C. Gracia-Lazaro, P. Moretti, Y. Moreno, A. Sanchez
Review of Economics of the Household (2018)

Data-driven model for the assessment of Mycobacterium tuberculosis transmission in evolving demographic structures

S. Arregui, M. J. Iglesias, S. Samper, D. Marinova, C. Martin, J. Sanz, Y. Moreno
PNAS 201720606 (2018)

A networked voting rule for democratic representation

A. R. Hernández, C. Gracia-Lazaro, E. Brigatti, Y. Moreno
Royal Society Open Science 5 (2018)

Resilience management during large-scale epidemic outbreaks

E. Massaro, A. Ganin, N. Perra, I. Linkov, A. Vespignani
Scientific Reports 8 / 1859 (2018)

A general Markov chain approach for disease and rumour spreading in complex networks

G. Ferraz de Arruda, R. Francisco Aparecido, P. M. Rodríguez, E. Cozzo, Y. Moreno
Journal of Complex Networks cnx024 (2017)

Diluted banded random matrices: scaling behavior of eigenfunction and spectral properties

J. A. Méndez-Bermúdez, G. Ferraz de Arruda, F. A. Rodrigues, Y. Moreno
Journal of Physics A: Mathematical and Theoretical 50/49 (2017)

“Weighted random–geometric and random–rectangular graphs: Spectral and eigenfunction properties of the adjacency matrix

L. Alonso, J. A. Méndez-Bermúdez, A. González-Meléndre, Y. Moreno
Journal of Complex Networks cnx053 (2017)

Weighted random-geometric and random-rectangular graphs: spectral and eigenfunction properties of the adjacency matrix

L. Alonso, J. A. Méndez-Bermúdez, A. González-Meléndre, Y. Moreno
Journal of Complex Networks cnx053 (2017)

Vaccination and epidemics in networked populations —An introduction

Z. Wang, Y. Moreno, S. Boccaletti, M. Perc
Chaos, Solitons & Fractals 103 (2017)

Influenzanet: Citizens Among 10 Countries Collaborating to Monitor Influenza in Europe

C. Koppeschaar, V. Colizza, C. Guerrisi, C. Turbelin, J. Duggan, J. Edmunds, C. Kjelsø, R. Mexia, Y. Moreno, S. Meloni, D. Paolotti, D. Perrotta, E. van Straten, A. O Franco
JMIR Public Health and Surveillance 3(3):e66 (2017)

Evolutionary dynamics of N-person Hawk-Dove games

W. Chen, C. Garcia-Làzaro, Z. Li, L. Wang, Y. Moreno
Scientific Reports 7/4800 (2017)

Spread of Zika virus in the Americas

Q. Zhang, K. Sun, M. Chinazzi, A. Pastore Y Piontti, N. E. Dean, D. P. Rojasc, S. Merler, D. Mistry, P. Poletti, L. Rossi, M. Braya, M. E. Hallorang, I. Longini, A. Vespignani
PNAS 114 ,22 (2017)

Onymity promotes cooperation in social dilemma experiments

Z. Wang, M. Jusup, R. Wang, L. Shi, Y. Iwasa, Y. Moreno, J. Kurths
Science Advances 3,3 e1601444 (2017)

Human mobility networks and persistence of rapidly mutating pathogens

A. Aleta, A. N. S. Hisi, S. Meloni, C. Poletto, V. Colizza, Y. Moreno
Royal Society Open Science (2017)

Disease Localization in Multilayer Networks

G. Ferraz de Arruda, E. Cozzo, T. D. P. Peixoto, F. A. Rodrigues, Y. Moreno
Phys. Rev. X 7, 011014 (2017)

Emergence of consensus as a modular-to-nested transition in communication dynamics

J. Borge-Holthoefer, R. Baños, C. Gracia-Lázaro, Y. Moreno
Scientific Reports 7, 41673 (2017)

On degree–degree correlations in multilayer networks

G. Ferraz de Arruda, E. Cozzo, Y. Moreno, F. A. Rodrigues
Physica D: Nonlinear Phenomena Volumes 323–324 (2016)

Participatory Syndromic Surveillance of Influenza in Europe

C. Guerrisi, C. Turbelin, T. Blanchon, T. Hanslik, I. Bonmarin, D. Levy-Bruhl, D. Perrotta, D. Paolotti, R. Smallenburg, C. Koppeschaar, A. O Franco, R. Mexia, J. Edmunds, R. Vasile, R. Pebody, E. van Straten, S. Meloni, Y. Moreno, J. Duggan, C. Kjelsø, V. Colizza
J Infect Dis. 214 (supp 4): S386-S392 (2016)

At the Crossroads: Lessons and Challenges in Computational Social Science

J. Borge-Holthoefer, Y. Moreno, T. Yasseri
Frontiers in Physics (2016)

Epidemic spreading in random rectangular networks

E. Estrada, S. Meloni, M. Sheerin, Y. Moreno
Phys. Rev. E 94, 052316 (2016)

Lévy random walks on multiplex networks

Q. Guo, E. Cozzo, Z. Zheng, Y. Moreno
Scientific Reports 6 (2016)

Humans display a reduced set of consistent behavioral phenotypes in dyadic games

J. Poncela-Casasnovas, M. Gutiérrez-Roig, C. Gracia-Lázaro, J. Vicens, J. Gómez-Gardeñe, J. Perelló, Y. Moreno, J. Duch, A. Sánchez
Science Advances 2,8 e1600451 (2016)

Real-Time Assessment of the International Spreading Risk Associated with the 2014 West African Ebola Outbreak

A. Pastore Y Piontti, Q. Zhang, M. F. C. Gomes, L. Rossi, C. Poletto, V. Colizza, D. Chao, I. Longini, M. E. Halloran, A. Vespignani
Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases (2016)

Effects of network structure, competition and memory time on social spreading phenomena

J. P. Gleeson, J. P. O’Sullivan,, R. Baños, Y. Moreno
Phys. Rev. X 6, 021019 (2016)

The dynamics of information-driven coordination phenomena: A transfer entropy analysis

J. Borge-Holthoefer, N. Perra, B. Gonçalves, S. González-Bailón,, A. Arenas, Y. Moreno, A. Vespignani
Science Advances 2, 4 (2016)

Multilayer Networks: Metrics and Spectral Properties

E. Cozzo, G. Ferraz de Arruda, F. A. Rodrigues, Y. Moreno
Interconnected Networks (2016)

Collective attention in the age of (mis)information

D. Moncanu, L. Rossi, Q. Zhang, M. Karsai, W. Quattrociocchi
Computers in Human Behaviors 51 Part B (2015)

Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the eff ectiveness of non-pharmaceutical interventions: a computational modelling analysis

S. Merler, M. Ajelli, L. Fumanelli, M. F. C. Gomes, A. Pastore Y Piontti, L. Rossi, D. Chao, I. Longini, M. E. Halloran, A. Vespignani
Lancet Infect Dis 15,2 (2015)

Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform

Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, A. Vespignani
Lecture Notes in Computer Science 9286 (2015)

Structure of triadic relations in multiplex networks

E. Cozzo, M. Kivela, M. De Domenico, A. Solé-Ribalta, A. Arenas, S. Gomes, M. A. Porter, Y. Moreno
New Journal of Physics Volume 17 (2015)

The Role of the Organization Structure in the Diffusion of Innovations

C. Sáenz-Royo, C. Gracia-Lázaro, Y. Moreno
PLoS One 10(5): e0126076 (2015)

Characterising two-pathogen competition in spatially structured environments

C. Poletto, S. Meloni, A. Van Metre, V. Colizza, Y. Moreno, A. Vespignani
Scientific Reports 5 (2015)

Dynamic instability of cooperation due to diverse activity patterns in evolutionary social dilemmas

C. Xia, S. Meloni, M. Perc, Y. Moreno
EPL (Europhysics Letters) Volume 109, 5 (2015)

Reputation drives cooperative behaviour and network formation in human groups

J. Cuesta, C. Gracia-Lázaro, A. Ferrer, Y. Moreno, A. Sanchez
Scientific Reports 5/7843 (2015)

The economy of attention in the age of (mis)information

A. Bessi, A. Scala, L. Rossi, Q. Zhang, W. Quattrociocchi
Journal of Trust Management 1:12 (2014)

Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic

C. Poletto, M. F. C. Gomes, A. Pastore Y Piontti, L. Rossi, L. Bioglio, D. Chao, I. Longini, M. E. Halloran, V. Colizza, A. Vespignani
Eurosurveillance 19 (2014)

Assessing the International Spreading Risk Associated with the 2014 West African Ebola Outbreak

M. F. C. Gomes, A. Pastore Y Piontti, L. Rossi, D. Chao, I. Longini, M. E. Halloran, A. Vespignani
PLOS Currents Outbreaks (2014)

Dynamics of Interacting Diseases

J. Sanz, C. Xia, S. Meloni, Y. Moreno
Phys. Rev. X 4, 041005 (2014)

Role of centrality for the identification of influential spreaders in complex networks

G. Ferraz de Arruda, A. L. Barbieri, M. Rodriguez, F. A. Rodrigues, Y. Moreno, L. Da Fontoura Costa
Phys. Rev. E 90, 032812 (2014)

Transition from reciprocal cooperation to persistent behaviour in social dilemmas at the end of adolescence

M. Gutiérrez-Roig, C. Garcia-Làzaro, J. Perelló, Y. Moreno, A. Sánchez
Nature Communications 5, 4362 (2014)

Assessing the Bias in Samples of Large Online Networks

S. González-Bailón, N. Wang, A. Rivero, J. Borge-Holthoefer, Y. Moreno
Social Networks 38 (2014)

Diffusion dynamics with changing network composition

R. Baños, J. Borge-Holthoefer, N. Wang, Y. Moreno, S. González-Bailón
Entropy 15(11) (2013)

Gender differences in cooperation: experimental evidence on high school students

J. A. Molina, J. I. Giménez-Nadal, J. Cuesta, Y. Moreno, A. Sanchez, C. Gracia-Lazaro
PLoS One 18 (2013)

Generalized synchronization in relay systems with instantaneous coupling

R. Gutiérrez, R. Sevilla-Escoboza, P. Piedrahita, C. Finke, U. Feudel, J. M. Buldú, G. Huerta-Cuellar, R. Jaimes-Reátegui, Y. Moreno, S. Boccaletti
Phys. Rev. E 88 (2013)

Data reliability in complex directed networks

J. Sanz, E. Cozzo, Y. Moreno
Journal of Statistical Mechanics: Theory and Experiment P12008 (2013)

Contact-based social contagion in multiplex networks

E. Cozzo, R. Baños, S. Meloni, Y. Moreno
Phys. Rev. E 88, (2013)

Mathematical formulation of multi-layer networks

M. De Domenico, A. Solé-Ribalta, E. Cozzo, M. Kivela, Y. Moreno, M. A. Porter, S. Gomez, A. Arenas
Phys. Rev. X 3 (2013)

Host mobility drives pathogen competition in spatially structured populations

C. Poletto, S. Meloni, V. Colizza, Y. Moreno, A. Vespignani
PLoS Comput Biol 9(8): e1003169 (2013)

Evolutionary dynamics of group interactions on structured populations – A review

L. Floria, M. Perc, Y. Moreno, J. Gomez-Gardenes, A. Szolnok
J. R. Soc. Interface 10 (2013)

Emergence of influential spreaders in modified rumor models

J. Borge-Holthoefer, S. Meloni, B. Gonçalves, Y. Moreno
Journal of Statistical Physics 151 (2013)

Human behavior in Prisoner’s Dilemma experiments suppresses network reciprocity

C. Làzaro, J. Cuesta, A. Sanchez, Y. Moreno
Scientific Reports 2 325 | (2012)

Rapid assessment of influenza vaccine effectiveness: analysis of an internet-based cohort

K. Eames, E. Brooks-Pollock, D. Paolotti, M. Perosa, C. Gioannini, J. Edmunds
Epidemiology and Infection, Available on CJO 140(7) (2012)

Exploring complex networks by means of adaptive walkers

L. Prignano, Y. Moreno, A. Dìaz-Guilera
Physical Review E 86: 066166 (2012)

Structural and Dynamical Patterns on Online Social Networks: The Spanish May 15th Movement as a Case Study

J. Borge-Holthoefer, A. Rivero, I. Garcia, E. Cauhé, A. Ferrer, D. Ferrer, D. Francos, D. Iniguez, M. Pilar Pérez, F. Sanz, F. Serrano, A. Tarancòn, Y. Moreno
PLoS ONE 10.1371/journal.pone.0023883 (2011)

Coevolutionary network approach to cultural dynamics controlled by intolerance

C. Làzaro, F. Quijandrìa, L. Hernàndez, L. Floria, Y. Moreno
Physics Review E 84 (2011)

Internet-based monitoring system for infuenza-like illness: H1N1 surveillance in Italy

D. Paolotti, C. Gioannini, V. Colizza, A. Vespignani
Proceedings of eHealth 2010 Casablanca 13-15 December 2010 (2010)

Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic

D. Balcan, V. Colizza, A. Singer, C. Chouaid, H. Hu, B. Gonçalves, P. Bajardi, C. Poletto, J. J. Ramasco, N. Perra, M. Tizzoni, D. Paolotti, W. Van den Broeck, A. Valleron, A. Vespignani
PLoS Current Influenza 1133 (2009)