Publications

The temporal dynamics of group interactions in higher-order social networks

August 27, 2024

Claudio Caprioli, Saumitra Kulkarni, Federico Battiston, Iacopo Iacopini, Andrea Santoro, Vito Latora

Spontaneous opinion swings in the voter model with latency

August 27, 2024

Iacopo Iacopini, Márton Karsai, Alain Barrat

Survey data yields improved estimates of test-confirmed COVID-19 cases when rapid at-home tests were massively distributed in the United States

August 26, 2024

Giovanni Palermo, Anna Mancini, Antonio Desiderio, Riccardo Di Clemente, and Giulio Cimini

Prevalence and correlates of irritability among U.S. adults

medRxiv

August 25, 2024

Mauricio Santillana, Ata A. Uslu, Tamanna Urmi, Alexi Quintana, James N. Druckman, Katherine Ognyanova, Matthew Baum, Roy H. Perlis, David Lazer

Higher-Order Null Models as a Lens for Social Systems

Neuropsychopharmacology

August 24, 2024

Roy H. Perlis, Ata Uslu, Jonathan Schulman, Aliayah Himelfarb, Faith M. Gunning, Nili Solomonov, Mauricio Santillana, Matthew A. Baum, James N. Druckman, Katherine Ognyanova, David Lazer

Measuring Entanglement in Physical Networks

Physical Review X

August 20, 2024

Giulia Preti, Adriano Fazzone, Giovanni Petri, Gianmarco De Francisci Morales

Accuracy and Political Bias of News Source Credibility Ratings by Large Language Models

Physical Review Letters

August 13, 2024

Cory Glover, Albert-László Barabási

Strategic behavior of large language models and the role of game structure versus contextual framing

ArXiv

August 10, 2024

Kai-Cheng Yang, Filippo Menczer

Computing distances on Riemann surfaces

August 9, 2024

Nunzio Lorè, Babak Heydari

Journal of Physics A: Mathematical and Theoretical

August 8, 2024

Huck Stepanyants, Alan Beardon, Jeremy Paton, Dmitri Krioukov

Can GPT-4 Models Detect Misleading Visualizations?

Optimization and performance analytics of global aircraft-based wastewater surveillance networks

August 8, 2024

Jason Alexander, Priyal Nanda, Kai-Cheng Yang, Ali Sarvghad

Decoding the Foodome: Molecular Networks Connecting Diet and Health

medRxiv

August 5, 2024

Guillaume St-Onge, Jessica T. Davis, Laurent Hébert-Dufresne, Antoine Allard, Alessandra Urbinati, Samuel V. Scarpino, Matteo Chinazzi, Alessandro Vespignani

Annual Review of Nutrition

August 1, 2024

Giulia Menichetti, Albert-László Barabási, and Joseph Loscalzo

Trust in Physicians and Hospitals During the COVID-19 Pandemic in a 50-State Survey of US Adults

Performance of Higher-Order Networks in Reconstructing Sequential Paths: from Micro to Macro Scale

JAMA Network Open

July 31, 2024

Roy H. Perlis; Katherine Ognyanova; Ata Uslu, et al

Evaluation of FluSight influenza forecasting in the 2021–22 and 2022–23 seasons with a new target laboratory-confirmed influenza hospitalizations

July 29, 2024

Kevin Teo, Naomi Arnold, Andrew Hone, István Zoltán Kiss

The structural evolution of temporal hypergraphs through the lens of hyper-cores

July 26, 2024

Posner, Amanda C. Perofsky, Cécile Viboud, Leonardo Clemente, Fred Lu, Austin G. Meyer, Mauricio Santillana, Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Ana Pastore y Piontti, Alessandro Vespignani, Xinyue Xiong, Michal Ben-Nun, Pete Riley, James Turtle, Chis Hulme-Lowe, Shakeel, et al

The role of transport systems in housing insecurity: a mobility-based analysis

July 25, 2024

Marco Mancastroppa, Iacopo Iacopini, Giovanni Petri & Alain Barrat

Measuring spatial distances in causal sets via causal overlaps

July 17, 2024

Nandini Iyer, Ronaldo Menezes, Hugo Barbosa

Collective Attention in Human-AI Teams

Physical Review D

July 8, 2024

Marián Boguñá and Dmitri Krioukov

Evolution of the Internet k-dense structure

July 3, 2024

Josie Zvelebilova, Saiph Savage, Christoph Riedl

IEEE/ACM Transactions on Networking

C. Orsini, E. Gregori, L. Lenzini, and D. Krioukov

Dynamic Models of Communication in an Online Friendship Network

Communication Methods and Measures

Foucault Welles, B., Vashevko, A., Bennett, N., and Contractor, N

Exploration versus Exploitation in Space, Mind, and Society

Trends in Cognitive Sciences

T. Hills, P. Todd, D. Lazer, A. Redish, I. Couzin & the Cognitive Search Research Group (M. Bateson, R. Cools, R. Dukas, L. Giraldeau, M. Macy, S. Page, R. Shiffrin, D. Stephens, J. Wolfe)

Visualizing Computational Social Science: The Multiple Lives of a Complex Image

Target control of complex networks

Science Communication

Foucault Welles, B. and Meirelles, I.

Jianxi Gao, Y.-Y.Liu, R. M. D'Souza, A.-L. Barabási

Ebola: Mobility Data

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

M.E. Halloran, A. Vespignani, N. Bharti, L.R. Feldstein, K. A. Alexander, M. Ferrari, J. Shaman, J.M. Drake, T. Porco, J.N.S. Eisenberg, S.Y. Del Valle, E. Lofgren, S.V. Scarpino, M.C. Eisenberg, D. Gao, J.M. Hyman, S. Eubank, I.M. Longini Jr.

Eurosurveillance

C. Poletto, M.F. Gomes, A. Pastore y Piontti, L. Rossi, L. Bioglio, D.L. Chao, I.M. Longini, M.E. Halloran, V. Colizza, A. Vespignani

Cosmological Networks

New Journal of Physics

M. Boguna, M. Kitsak, and D. Krioukov

Brain Theory

Frontiers in Computational Neuroscience

D. Krioukov

Tracing Coordination and Cooperation Structures via Semantic Burst Detection

EAI Endorsed Transactions on Collaborative Computing

Y. Lin, D. Margolin, D. Lazer

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

Collective credit allocation in science

PLOS Currents Outbreaks

M.F.C. Gomes, A. Pastore y Piontti, L. Rossi, D. Chao, I. Longini, M. Elizabeth Halloran, A. Vespignani

Proceedings of the National Academy of Sciences

H.-W. Shen, A.-L. Barabasi

A network framework of cultural history

A genetic epidemiology approach to cyber-security

M. Schich, C. Song, Y. Y. Ahn, A. Mirsky, M. Martino, A.-L. Barabási, D. Helbing

Using sociometers to quantify social interaction patterns

S. Gil, A. Kott, A.-L. Barabási

Nature Scientific Reports

J.-P. Onnela, B. Waber, A. Pentland, S. Schnorff, D. Lazer

Human symptoms—disease network

Damage detection via shortest path network sampling

X. Z. Zhou, J. Menche, A.-L. Barabási, A. Sharma

Entropy distribution and condensation in random networks with a given degree distribution

F. Ciulla, N. Perra, A. Baronchelli, A. Vespignani

Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter During Media Events

K. Anand, D. Krioukov, and G. Bianconi

Virtually Friends: An exploration of Friendship Claims and Expectations in Immersive Virtual Worlds

PLoS One

Y. Lin, B. Keegan, D. Margolin, D. Lazer

Journal of Virtual Worlds Research

Foucault Welles, B., Rousse, T., Merrill, N. and Contractor, N.

#Ferguson is Everywhere: Initiators in Emerging Counterpublic Networks

Information, Communication and Society

Jackson, S. and Foucault Welles, B.

Contrasting effects of strong ties on SIR and SIS processes in temporal networks

Social Media Use and Adaptation Among Chinese Students Beginning to Study in the United States

SpringerLink

Kaiyuan Sun, Andrea Baronchelli & Nicola Perra

International Journal for Intercultural Communication

Forbush, E. and Foucault Welles, B.

Canonical genetic signatures of the adult human brain

Online social networks and offline protest

Nature Neuroscience

M. Hawrylycz, J. A. Miller, V. Menon, D. Feng, T. Dolbeare, A. L. Guillozet-Bongaarts, A. G. Jegga, B. J. Aronow, C.-K. Lee, A. Bernard, M. F. Glasser, D. L. Dierker, J. Menche, A. Szafer, F. Collman, P. Grange, K. A. Berman, S. Mihalas, Z. Yao, L. Stewart, A.-L. Barabási, J. Schulkin, J. Phillips, L. Ng, C. Dang, D. R. Haynor, A. Jones, D. C. Van Essen, C. Koch, D. Lein

Quantifying Randomness in Real Networks

Z.C. Steinert-Threlkeld, D. Mocanu, A. Vespignani, J. Fowler

The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks

Chiara Orsini, Marija M. Dankulov, Pol Colomer-de-Simón, Almerima Jamakovic, Priya Mahadevan, Amin Vahdat, Kevin E. Bassler, Zoltán Toroczkai, Marián Boguñá, Guido Caldarelli, Santo Fortunato & Dmitri Krioukov

Location, Location, Location: The Impact of Geolocation on Web Search Personalization

PubMed

Michele Tizzoni, Kaiyuan Sun, Diego Benusiglio, Márton Karsai, Nicola Perra

Chloe Kliman-Silver, Aniko Hannak, David Lazer, Christo Wilson, Alan Mislove

A century of physics

Asymptotic theory for the dynamic of networks with heterogenous social capital allocation

Nature Physics

R. Sinatra, P. Deville, M. Szell, D. Wang, A.-L. Barabási

Returners and explorers dichotomy in human mobility

E Ubaldi, N Perra, M Karsai, A Vezzani, R Burioni, A Vespignani

Epidemic Processes in Complex Networks

L. Pappalardo, F. Simini, S. Rinzivillo, D. Pedreschi, F. Giannotti, A.-L. Barabási

Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform

Rev. Mod. Phys.

R. Pastor-Satorras, C. Castellano, P. Van Mieghem, and A. Vespignani

Machine Learning and Knowledge Discovery in Databases

Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, and A. Vespignani

Network Geometry Inference using Common Neighbors

Spectrum of controlling and observing complex networks

F. Papadopoulos, R. Aldecoa, and D. Krioukov

Wiki-Worthy: Collective Judgment of Candidate Notability

Nature Physics

G. Yan, G. Tsekenis, B. Barzel, J.-J. Slotine, Y.-Y. Liu, A.-L. Barabási

Information, Communication and Society

D. Margolin, B. Keegan, S. Goodman, Y. Lin, D. Lazer

Network Science: Destruction perfected

Navigable Networks as Nash Equilibria of Navigation Games

I. A. Kovács, A.-L. Barabási

Expanding the Conversation: Multiplier Effects from a Deliberative Field Experiment

A. Gulyas, J. Biro, A. Korosi, G. Retvari, and D. Krioukov

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

Political Communication

D. Lazer, A. Sokhey, M. Neblo, K. Esterling, R. Kennedy

The Lancet Infectious Diseases

S. Merler, M. Ajelli, L. Fumanelli, M.F.C. Gomes, A. Pastore y Piontti, L. Rossi, D.L. Chao, I.M. Longini Jr, M.E. Halloran, A. Vespignani

Volunteer Science: An Online Laboratory for Experiments in Social Psychology

Social Psychology Quarterly

J. Radford, A. Pilny, A. Reichelmann, B. Keegan, B. F. Welles, J. Hoye, K. Ognyanova, W. Meleis, D. Lazer

Unwinding the hairball graph: Pruning algorithms for weighted complex networks

Teams vs. Crowds: A Field Test of the Relative Contribution of Incentives, Member Ability, and Collaboration to Crowd-Based Problem Solving Performance

Navid Dianati

Academy of Management Discoveries

Christoph Riedl, Anita Williams Woolley

CoreScope: Graph Mining Using k-Core Analysis--Patterns, Anomalies, and Algorithms

Proceedings of the 16th IEEE ICDM'16

K. Shin, T. Eliassi-Rad, C. Faloutsos

MaxReach: Reducing Network Incompleteness through Node Probes

Proceedings of the 2016 IEEE/ACM ASONAM

S. Soundarajan, T. EliassiRad, B. Gallagher, A. Pinar

From Comorbidities of Chronic Obstructive Pulmonary Disease to Identification of Shared Molecular Mechanisms by Data Integration

Hijacking #myNYPD: Social media Dissent and Networked Publics

BMC Bioinformatics

D. Gomez-Cabrero, J. Menche, C. Vargas, I. Cano, D. Maier, A.-L. Barabasi, J. Tegner, J. Roca, and on Behalf of Synergy-COPD Consortia.

Quantifying the Evolution of Individual Scientific Impact

Journal of Communication

Jackson, S. J. and Foucault Welles, B.

Containing Ebola at the Source with Ring Vaccination

R. Sinatra, D. Wang, P. Deville, C. Song, A.-L. Barabasi

PLOS Neglected Tropical Diseases

â€‹Stefano Merler, Marco Ajelli, Laura Fumanelli, Stefano Parlamento, Ana Pastore y Piontti, Natalie E. Dean, Giovanni Putoto, Dante Carraro, Ira M. Longini Jr., M. Elizabeth Halloran, Alessandro Vespignani

An Experimental Investigation of Hyperbolic Routing with a Smart Forwarding Plane in NDN

IEEE/ACM International Symposium on Quality of Service

V. Lehman, A. Gawande, R. Aldecoa, D. Krioukov, L. Wang, B. Zhang, and L. Zhang

Asymptotic theory of time-varying social networks with heterogeneous activity and tie allocation

Tissue Specificity of Human Disease Module

Enrico Ubaldi, Nicola Perra, Márton Karsai, Alessandro Vezzani, Raffaella Burioni, Alessandro Vespignani

What Terrorist Leaders Want: A Content Analysis of Terrorist Propaganda Videos

M. Kitsak, A. Sharma, J. Menche, E. Guney, S.D. Ghiassian, J. Loscazlo, A.-L. Barabasi.

Studies in Conflict and Terrorism

Max Abrahms, Joseph Mroszczyk, Nick Beauchamp

Growing pains for global monitoring of societal events

Controllability of Multiplex, Multi-time-scale Networks

W. Wang, R. Kennedy, D. Lazer, N. Ramakrishnan.

Physical Review E 94: 3, 032316 (2016).

M. Posfai, J. Gao, S.P. Cornelius, A.-L. Barabasi, R. D'Souza.

Predicting and Interpolating State-level Polls using Twitter Textual Data

American Journal of Political Science

Nick Beauchamp

Spatiotemporal dynamics of the Ebola epidemic in Guinea and implications for vaccination and disease elimination: a computational modeling analysis

Control Principles of Complex Systems

BMC Medcine

M. Ajelli, S. Merler, L. Fumanelli, A. Pastore y Piontti, N. E. Dean, I. M. Longini, M. E. Halloran and A. Vespignani.

NimbleCore: A Space-efficient External Memory Algorithm for Estimating Core Numbers

Review of Modern Physics

Y.-Y. Liu, A.-L. Barabasi.

Proceedings of the 2016 IEEE/ACM ASONAM

P. Govindan, S. Soundarajan, T. Eliassi-Rad, C. Faloutsos

The Role of Network Science in Analyzing Slums in Rapidly Growing Urban Areas

Resilience and Efficiency in Transportation Networks

Small Wars

Amy Krakowka Richmond, Chris Arney, Kathryn Coronges, Matthew Simonson

Simulations for designing and interpreting intervention trials in infectious diseases

Science Advances

A. Ganin, M. Kitsak, D. Marchese, J. M. Keisler, T. Seager, and I. Linkov

Anchored correlation explanation: Topic modeling with minimal domain knowledge

BMC Medicine

M. Elizabeth Halloran, Kari Auranen, Sarah Baird, Nicole E. Basta, Steven E. Bellan, Ron Brookmeyer, Ben S. Cooper, Victor DeGruttola, James P. Hughes, Justin Lessler, Eric T. Lofgren, Ira M. Longini, Jukka-Pekka Onnela, Berk Özler, George R. Seage, Thomas A. Smith, Alessandro Vespignani, Emilia Vynnycky and Marc Lipsitch

Transactions of the Association for Computational Linguistics

Gallagher, R. J., Reing, K., Kale, D., & Steeg, G. V.

Games for Civic Renewal

Exact geodesic distances in FLRW spacetimes

The Good Society

Miller J, Shugars, S, Levine, D.

The Fundamental Advantages of Temporal Networks

Physical Review D

William J. Cunningham, David Rideout, James Halverson, and Dmitri Krioukov

Network control principles predict neuron function in the Caenorhabditis elegans connectome

A. Li, S. P. Cornelius, Y.-Y. Liu, L. Wang, A.-L. Barabasi

Committed activists and the reshaping of status-quo social consensus

Nature Letter

Gang Yan, Petra E. Vértes, Emma K. Towlson, Yee Lian Chew, Denise S. Walker, William R. Schafer, Albert-László Barabási

Sparse Maximum-Entropy Random Graphs with a Given Power-Law Degree Distribution

PubMed

Dina Mistry, Qian Zhang, Nicola Perra, Andrea Baronchelli

Journal of Statistical Physics

Pim van der Hoorn, Gabor Lippner, Dmitri Krioukov

Machine learning in the string landscape

Journal of High Energy Physics

Jonathan Carifio, James Halverson, Dmitri Krioukov, Brent D. Nelson

The risk of sustained sexual transmission of Zika is underestimated

Adding noise to the institution: an experimental welfare investigation of the contribution-based grouping mechanism

PLoS Pathogens

Antoine Allard, Benjamin M. Althouse, Laurent Hébert-Dufresne, Samuel V. Scarpino

Social Choice and Welfare

Heinrich H. Nax, Stefano Balietti, Ryan O. Murphy, Dirk Helbing

Enhancing Transparency and Control When Drawing Data-Driven Inferences About Individuals

Fostering reproducibility in industry-academia research

Big Data

Daizhuo Chen, Samuel P. Fraiberger, Robert Moakler, Foster Provost

Navigability of Random Geometric Graphs in the Universe and Other Spacetimes

B. R. Jasny, N. Wigginton, M. McNutt, T. Bubela, S. Buck, R. Cook-Deegan, T. Gardner, B. Hanson, C. Hustad, V. Kiermer, D. Lazer, A. Lupia, A. Manrai, L. McConnell, K. Noonan, E. Phimister, B. Simon, K. Strandburg, Z. Summers, D. Watts

Nature Scientific Reports

William Cunningham, Konstantin Zuev, Dmitri Krioukov

Estimates of non-heterosexual prevalence: The roles of anonymity and privacy in survey methodology

Archives of Sexual Behavior

Robertson, R. E., Tran, F., Lewark, L., & Epstein, R.

Geohyperbolic Routing and Addressing Schemes

ACM SIGCOMM Computer Communication Review

Ivan Voitalov, Rodrigo Aldecoa, Lan Wang, Dmitri Krioukov

A DSM-5-Based Online Mental Health Referral Inventory: A Large-Scale Validation Study

Journal of Technology in Human Services

Epstein, R., Ho, M., Hyun, S., Le, C., Robertson, R. E., & Stout, D.

The Elegant Law that Governs Us All

ε - WGX: Adaptive Edge Probing for Enhancing Incomplete Networks

Albert-László Barabási

Pertussis Epidemiology, Immunology, and Evolution

Web Science

Soundarajan, Sucheta; Eliassi-Rad, Tina; Gallagher, Brian; Pinar, Ali

The chaperone effect in scientific publishing

Oxford University Press

Pejman Rohani and Samuel Scarpino (editors)

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

Vedran Sekara, Pierre Deville, Sebastian E. Ahnert, Albert-László Barabási, Roberta Sinatra, and Sune Lehmann

The Universal Decay of Collective Memory and Attention

Springer

Ana Pastore y Piontti, Nicola Perra, Luca Rossi, Nicole Samay, Alessandro Vespignani

Epidemic spreading on time-varying multiplex networks

Nature Human Behavior

Cristian Candia, C. Jara-Figueroa, Carlos Rodriguez-Sickert, Albert-László Barabási, and CeÌsar A. Hidalgo

A structural transition in physical networks

Phys. Rev. E

Quan-Hui Liu, Xinyue Xiong, Qian Zhang, and Nicola Perra

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

Nima Dehmamy, Soodabeh Milanlouei & Albert-László Barabási

Quantifying reputation and success in art

Quan-Hui Liu, Marco Ajelli, Alberto Aleta, Stefano Merler, Yamir Moreno, and Alessandro Vespignani

The Formula: The Universal Laws of Success

Samuel P. Fraiberger, Roberta Sinatra, Magnus Resch, Christoph Riedl, Albert-László Barabási

Little, Brown and Company

Albert-László Barabási

Auditing Partisan Audience Bias within Google Search

Proceedings of the ACM: Human-Computer Interaction

Ronald E. Robertson, Shan Jiang, Kenneth Joseph, Lisa Friedland, David Lazer, Christo Wilson

Suppressing the Search Engine Manipulation Effect (SEME)

Proceedings of the ACM: Human-Computer Interaction

Epstein, R., Robertson, R.E., Lazer, D., & Wilson, C.

Network integration of multi-tumour omics data suggests novel targeting strategies

Functional structures for US state governments

Ítalo Faria do Valle, Giulia Menichetti, Giorgia Simonetti, Samantha Bruno, Isabella Zironi, Danielle Fernandes Durso, José C. M. Mombach, Giovanni Martinelli, Gastone Castellani & Daniel Remondini

Quantifying the risk of local Zika virus transmission in the contiguous US during the 2015–2016 ZIKV epidemic

Stephen Kosack, Michele Coscia, Evann Smith, Kim Albrecht, Albert-László Barabási, and Ricardo Hausmann

Link transmission centrality in large-scale social networks

BMC Medicine

Kaiyuan Sun, Qian Zhang, Ana Pastore-Piontti, Matteo Chinazzi, Dina Mistry, Natalie E Dean, Diana Patricia Rojas, Stefano Merler, Piero Poletti, Luca Rossi, M Elizabeth Halloran, Ira M Longini Jr and Alessandro Vespignani

Caenorhabditis elegans and the network control framework—FAQs

Qian Zhang, Márton Karsai and Alessandro Vespignani

Politics with the People: Building a Directly Representative Democracy

Phil. Trans. R. Soc. B

Emma K. Towlson, Petra E. Vértes, Gang Yan, Yee Lian Chew, Denise S. Walker, William R. Schafer, Albert-László Barabási

Cambridge University Press

Michael A. Neblo, Kevin M. Esterling, David M. J. Lazer

Vacuum Selection from Cosmology on Networks of String Geometries

How intermittent breaks in interaction improve collective intelligence

Phys. Rev. Lett.

Jonathan Carifio, William J. Cunningham, James Halverson, Dmitri Krioukov, Cody Long, and Brent D. Nelson

Graph Distance from the Topological View of Non-backtracking Cycles

Ethan Bernstein, Jesse Shore, and David Lazer

Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology

Leo Torres, Pablo Suarez-Serrato, Tina Eliassi-Rad

The Unmapped Chemical Complexity of Our Diet

NeurIPS

Nima Dehmamy, Albert-László Barabási, Rose Yu

A Genetic Model of the Connectome

Albert-László Barabási, Giulia Menichetti and Joseph Loscalzo

Synthetic ablations in the C. elegans nervous system

Neuron

Dániel L. Barabási, Albert-László Barabási

Nature's reach: narrow work has broad impact

Network Neuroscience

Emma K. Towlson, Albert-László Barabási

Mapping the physics research space: a machine learning approach

Alexander J. Gates, Qing Ke, Onur Varol, Albert-László Barabási

Scale-free Networks Well Done

Matteo Chinazzi, Bruno Gonçalves, Qian Zhang & Alessandro Vespignani

Success in books: predicting book sales before publication

Phys. Rev. Research

Ivan Voitalov, Pim van der Hoorn, Remco van der Hofstad, and Dmitri Krioukov

Reclaiming stigmatized narratives: the networked disclosure landscape of #MeToo

Xindi Wang, Burcu Yucesoy, Onur Varol, Tina Eliassi-Rad, Albert-László Barabási

Improving Robustness to Attacks Against Vertex Classification

SOC arXiv

Ryan Gallagher, Elizabeth Stowell, Andrea G. Parker, Brooke Foucault Welles

Polarized, Together: Comparing Partisan Support forTrump's Tweets Using Survey and Platform-Based Measures

MLG'19

Benjamin A. Miller, Mustafa Çamurcu, Alexander J. Gomez, Kevin Chan, Tina Eliassi-Rad

Proceedings of the International AAAI Conference on Web and Social Media

Kenneth Joseph, Briony Swire-Thompson, Hannah Masuga, Matthew A. Baum, David Lazer

The Battle for #Baltimore: Networked Counterpublics and the Contested Framing of Urban Unrest

International Journal of Communication

Brooke Foucault Welles, Sarah J. Jackson

Why Keep Arguing? Predicting Engagement in Political Conversations Online

Network-based prediction of protein interactions

SAGE Open

Sarah Shugars and Nicholas Beauchamp

Network-based prediction of drug combinations

István A. Kovács, Katja Luck, Kerstin Spirohn, Yang Wang, Carl Pollis, Sadie Schlabach, Wenting Bian, Dae-Kyum Kim, Nishka Kishore, Tong Hao, Michael A. Calderwood, Marc Vidal & Albert-László Barabási

Fake news on Twitter during the 2016 U.S. presidential election

Feixiong Chen, István A. Kovács & Albert-László Barabási

Nir Grinberg, Kenneth Joseph, Lisa Friedland, Briony Swire-Thompson, David Lazer

Taking census of physics

Multilevel Network Alignment

Nature Reviews Physics

Federico Battiston, Federico Musciotto, Dashun Wang, Albert-László Barabási, Michael Szell & Roberta Sinatra

WWW '18: Proceedings of the 2018 World Wide Web Conference

Si Zhang, Hanghang Tong, Ross Maciejewski, and Tina Eliassi-Rad

On the predictability of infectious disease outbreaks

The future of influenza forecasts

Scarpino, Samuel V. and Petri, Giovanni

Identifying and Measuring Conditional Policy Preferences: The Case of Opening Schools During a Pandemic

Cécile Viboud, Alessandro Vespignani

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

OSF Preprints

Jon Green, Matthew Baum, James Druckman, David Lazer, Katherine Ognyanova, Matthew Simonson, Roy Perlis, Mauricio Santillana

PLOS Computational Biology

Quan-Hui Liu, Ana I. Bento, Kexin Yang, Hang Zhang, Xiaohan Yang, Stefano Merler, Alessandro Vespignani, Jiancheng Lv, Hongjie Yu, Wei Zhang, Tao Zhou, Marco Ajelli

A systematic comprehensive longitudinal evaluation of dietary factors associated with acute myocardial infarction and fatal coronary heart disease

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

Soodabeh Milanlouei, Giulia Menichetti, Yanping Li, Joseph Loscalzo, Walter C. Willett & Albert-László Barabási

COVID-19 reopening strategies at the county level in the face of uncertainty: Multiple Models for Outbreak Decision Support

Kaiyuan Sun, Wei Wang, Lidong Gao, Yan Wang, Kaiwei Luo, Lingshuang Ren, Zhifei Zhan, Xinghui Chen, Shanlu Zhao, Yiwei Huang, Qianlai Sun, Ziyan Liu, Maria Litvinova, Alessandro Vespignani, Marco Ajelli, Cécile Viboud, Hongjie Yu

Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting

medRxiv

Katriona Shea et al.

The Royal Society Publishing

Laurent Hébert-Dufresne, Benjamin M. Althouse, Samuel V. Scarpino, Antoine Allard

Network comparison and the within-ensemble graph distance

The Royal Society Publishing

Harrison Hartle, Brennan Klein, Stefan McCabe, Alexander Daniels, Guillaume St-Onge, Charles Murphy and Laurent Hébert-Dufresne

Beyond R0: heterogeneity in secondary infections and probabilistic epidemic forecasting

Journal of the Royal Society

Laurent Hébert-Dufresne, Benjamin M. Althouse, Samuel V. Scarpino and Antoine Allard

Who Says What with Whom: Using Bi-Spectral Clustering to Organize and Analyze Social Media Protest Networks

Computational Communication Research

Kenneth Joseph, Ryan J. Gallagher, Brooke Foucault Welles

netrd: A library for network reconstruction and graph distances

Weighted hypersoft configuration model

Stefan McCabe, Leo Torres, Timothy LaRock, Syed Arefinul Haque, Chia-Hung Yang, Harrison Hartle, Brennan Klein

Successful Remote Teams Communicate in Bursts

Phys. Rev. Research

Ivan Voitalov, Pim van der Hoorn, Maksim Kitsak, Fragkiskos Papadopoulos, and Dmitri Krioukov

Link prediction with hyperbolic geometry

Harvard Business Review

Christoph Riedl and Anita Williams Woolley

Isotopy and energy of physical networks

Phys. Rev. Research

Maksim Kitsak, Ivan Voitalov, and Dmitri Krioukov

Crowding and the shape of COVID-19 epidemics

Nature Physics

Yanchen Liu, Nima Dehmamy, and Albert-László Barabási

Crowding and the epidemic intensity of COVID-19 transmission

Nature Medicine

Benjamin Rader, Samuel V. Scarpino, Anjalika Nande, Alison L. Hill, Ben Adlam, Robert C. Reiner, David M. Pigott, Bernardo Gutierrez, Alexander E. Zarebski, Munik Shrestha, John S. Brownstein, Marcia C. Castro, Christopher Dye, Huaiyu Tian, Oliver G. Pybus & Moritz U. G. Kraemer

Exploring food contents in scientific literature with FoodMine

nature medicine

Benjamin Rader, Samuel Scarpino, Anjalika Nande, Alison Hill, Benjamin Dalziel, Robert Reiner Jr., David Pigott, Bernardo Gutierrez, Munik Shrestha, John Brownstein, Marcia Castro, Huaiyu Tian, Bryan Grenfell, Oliver Pybus, Jessica Metcalf, Moritz U.G. Kraemer

Scientific Reports volume

Forrest Hooton, Giulia Menichetti, Albert-László Barabási

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

Sustained Online Amplification of COVID-19 Elites in the United States

PLOS ONE

Flávio C. Coelho, Raquel M. Lana, Oswaldo G. Cruz,Daniel A. M. Villela, Leonardo S. Bastos, Ana Pastore y Piontti, Jessica T. Davis, Alessandro Vespignani, Claudia T. Codeço, Marcelo F. C. Gomes

Estimating the effect of cooperative versus uncooperative strategies of COVID-19 vaccine allocation: a modeling study

Social Media + Society

Ryan J. Gallagher, Larissa Doroshenko, Sarah Shugars, David Lazer, Brooke Foucault Welles

Nonbacktracking Eigenvalues under Node Removal: X-Centrality and Targeted Immunization

Matteo Chinazzi, Jessica T. Davis, Natalie E. Dean, Kunpeng Mu, Ana Pastore y Piontti, Xinyue Xiong, M. Elizabeth Halloran, Ira M. Longini Jr, Alessandro Vespignani

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

SIAM

Leo Torres, Kevin S. Chan, Hanghang Tong, Tina Eliassi-Rad

Modeling of Future COVID-19 Cases, Hospitalizations, and Deaths, by Vaccination Rates and Nonpharmaceutical Intervention Scenarios — United States, April–September 2021

Science Advances

Juanjuan Zhang, Maria Litvinova, Yuxia Liang, Wen Zheng, Huilin Shi, Alessandro Vespignani, Cecile Viboud, Marco Ajelli, Hongjie Yu

MMWR Morb Mortal Wkly Rep.

Borchering RK, Viboud C, Howerton E, et al.

Pandemics, Protests, and Publics

Journal of Quantitative Description: Digital Media

Sarah Shugars, Adina Gitomer, Stefan McCabe, Ryan J. Gallagher, Kenneth Joseph, Nir Grinberg, Larissa Doroshenko, Brooke Foucault Welles, David Lazer

Academic Caregivers on Organizational and Community Resilience in Academia (Fuck Individual Resilience)

Communication, Culture and Critique

Sun Joo (Grace) Ahn, Emily T Cripe, Brooke Foucault Welles, Shannon C McGregor, Katy E Pearce, Nikki Usher, Jessica Vitak

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

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

Nicolò Gozzi, Michele Tizzoni, Matteo Chinazzi, Leo Ferres, Alessandro Vespignani, Nicola Perra

The effect of eviction moratoria on the transmission of SARS-CoV-2

nature communications

Nicolò Gozzi, Michele Tizzoni, Matteo Chinazzi, Leo Ferres, Alessandro Vespignani, Nicola Perra

Avoiding the bullies: The resilience of cooperation among unequals

Anjalika Nande, Justin Sheen, Emma L. Walters, Brennan Klein, Matteo Chinazzi, Andrei H. Gheorghe, Ben Adlam, Julianna Shinnick, Maria Florencia Tejeda, Samuel V. Scarpino, Alessandro Vespignani, Andrew J. Greenlee, Daniel Schneider, Michael Z. Levy & Alison L. Hill

PLOS Computational Biology

Michael Foley, Rory Smead, Patrick Forber, Christoph Riedl

Network medicine framework for identifying drug-repurposing opportunities for COVID-19

The effective graph reveals redundancy, canalization, and control pathways in biochemical regulation and signaling

Deisy Morselli Gysi, Ítalo do Vallea, Marinka Zitnik, Asher Ameli, Xiao Gan, Onur Varol, Susan Dina Ghiassian, J. J. Patten, Robert A. Davey, Joseph Loscalzo, and Albert-László Barabási

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

Alexander J. Gates, Rion Brattig Correia, Xuan Wang, Luis M. Rocha

An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time

Shixiong Hu, Wei Wang, Yan Wang, Maria Litvinova, Kaiwei Luo, Lingshuang Ren, Qianlai Sun, Xinghui Chen, Ge Zeng, Jing Li, Lu Liang, Zhihong Deng, Wen Zheng, Mei Li, Hao Yang, Jinxin Guo, Kai Wang, Xinhua Chen, Ziyan Liu, Han Yan, Huilin Shi, Zhiyuan Chen, Yonghong Zhou, Kaiyuan Sun, Alessandro Vespignani, Cécile Viboud, Lidong Gao, Marco Ajelli & Hongjie Yu

Ollivier-Ricci curvature convergence in random geometric graphs

Science Advances

Nicole E. Kogan, Leonardo Clemente, Parker Liautaud, Justin Kaashoek, Nicholas B. Link, Andre T. Nguyen, Fred S. Lu, Peter Huybers, Bernd Resch, Clemens Havas, Andreas Petutschnig, Jessica Davis, Matteo Chinazzi, Backtosch Mustafa, William P. Hanage, Alessandro Vespignani, Mauricio Santillana

Incentives, competition, and inequality in markets for creative production

Physics Review Research

Pim van der Hoorn, William J. Cunningham, Gabor Lippner, Carlo Trugenberger, and Dmitri Krioukov

POTION : Optimizing Graph Structure for Targeted Diffusion

Research Policy

Stefano Balietti, Christoph Riedl

A wealth of discovery built on the Human Genome Project — by the numbers

Sixie Yu, Leo Torres, Scott Alfeld, Tina Eliassi-Rad, Yevgeniy Vorobeychik

Comparative cost-effectiveness of SARS-CoV-2 testing strategies in the USA: a modelling study

Alexander J. Gates, Deisy Morselli Gysi, Manolis Kellis & Albert-László Barabási

Women Tweet on Violence: From #YesAllWomen to #MeToo

The Lancet

Zhanwei Du, Abhishek Pandey, Yuan Bai, Meagan C Fitzpatrick, Matteo Chinazzi, Ana Pastore y Piontti, Michael Lachmann, Alessandro Vespignani, Benjamin J Cowling, Alison P Galvani, Lauren Ancel Meyers

Social Network Structure And Composition In Former Nfl Football Players

Ada

Sarah J. Jackson, Moya Bailey, Brooke Foucault Welles

Studying Science Inequities: How to Use Surveys to Study Diverse Populations

Amar Dhand, Liam Mccafferty, Rachel Grashow, Ian M. Corbin, Sarah Cohan, Alicia J. Whittington, Ann Connor, Aaron Baggish, Mark Weisskopf, Ross Zafonte, Alvaro Pascual-Leone & Albert-László Barabási

pymdp: A Python library for active inference in discrete state spaces

Sage Journals

Robin Bayes, James N. Druckman, Alauna C. Safarpour

The Journal of Open Sources Software

Conor Heins, Beren Millidge, Daphne Demekas, Brennan Klein, Karl Friston, Iain Couzin, Alexander Tschantz

Educational accountability and state ESSA plans

Random Simplicial Complexes: Models and Phenomena

SAGW

John Portz, Nicholas Beauchamp

Complex Contagion in Viral Marketing: Causal Evidence and Embeddedness Effects from a Country-Scale Field Experiment

Springer Link

Omer Bobrowski, Dmitri Krioukov

Collaborative Hubs: Making the Most of Predictive Epidemic Modeling

SSRN

Jaemin Lee, David Lazer, Christoph Riedl

American Journal of Public Health

Nicholas G. Reich, Justin Lessler, Sebastian Funk, Cecile Viboud, Alessandro Vespignani, Ryan J. Tibshirani, Katriona Shea, Melanie Schienle, Michael C. Runge, Roni Rosenfeld, Evan L. Ray, Rene Niehus, Helen C. Johnson, Michael A. Johansson, Harry Hochheiser, Lauren Gardner, Johannes Bracher, Rebecca K. Borchering, and Matthew Biggerstaff

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

Contrasting social and non-social sources of predictability in human mobility

Estee Y. Cramer et al.

Nature communications

Zexun Chen, Sean Kelty, Alexandre G. Evsukoff, Brooke Foucault Welles, James Bagrow, Ronaldo Menezes & Gourab Ghoshal

Dynamics of ranking

Populism and social media campaigning: The Election of Volodymyr Zelensky

Gerardo Iñiguez, Carlos Pineda, Carlos Gershenson, Albert-László Barabási

Election Campaigns, Media, and the New World of Digital Politics

Larissa Doroshenko

Examining the robustness of 3ft versus 6ft of physical distancing in schools: a reanalysis of van den Berg et al

Quantifying NFT-driven networks in crypto art

Oxford academic

Brennan Klein, Daniel A Harris

Recovery coupling in multilayer networks

Kishore Vasan, Milán Janosov, Albert-László Barabási

Nonverbal Behavior in Face-to-Face Survey Interviews: An Analysis of Interviewer Behavior and Adequate Responding

Michael M. Danziger, Albert-László Barabási

Exploring noise, degeneracy, and determinism in biological networks with the einet package

SAGE

Brooke Foucault Welles, Hanyu Sun, and Peter V. Miller

British Ecological Society

Brennan Klein, Anshuman Swain, Travis Byrum,Samuel V. Scarpino, William F. Fagan

Cost-effective proactive testing strategies during COVID-19 mass vaccination: A modelling study

The Lancet Regional Health -Americas;

Zhanwei Du, Lin Wang, Yuan Bai, Xutong Wang, Abhishek Pandey, Meagan C. Fitzpatrick, Matteo Chinazzi, Ana Pastore y Piontti, Nathaniel Hupert, Michael Lachmann, Alessandro Vespignani, Alison P. Galvani, Benjamin J. Cowling, and Lauren Ancel Meyers

Model-based evaluation of alternative reactive class closure strategies against COVID-19

Engagement Outweighs Exposure to Partisan and Unreliable News within Google Search

Quan-Hui Liu, Juanjuan Zhang, Cheng Peng, Maria Litvinova, Shudong Huang, Piero Poletti, Filippo Trentini, Giorgio Guzzetta, Valentina Marziano, Tao Zhou, Cecile Viboud, Ana I. Bento, Jiancheng Lv, Alessandro Vespignani, Stefano Merler, Hongjie Yu & Marco Ajelli

Democrats are better than Republicans at discerning true and false news but do not have better metacognitive awareness

Ronald E. Robertson, Jon Green, Damian Ruck, Katya Ognyanova, Christo Wilson, David Lazer

Nature Communications Psychology

Mitch Dobbs, Joseph DeGutis, Jorge Morales, Kenneth Joseph, Briony Swire-Thompson

Using sequences of life-events to predict human lives

Nature Computational Science

Germans Savcisens, Tina Eliassi-Rad, Lars Kai Hansen, Laust Hvas Mortensen, Lau Lilleholt, Anna Rogers, Ingo Zettler, Sune Lehmann

Inductive Link Prediction in Static and Temporal Graphs for Isolated Nodes

NeurIPS Temporal Graph learning workshop

Ayan Chatterjee, Robin Walters, Giulia Menichetti, Tina Eliassi-Rad

Towards Inferring Network Properties from Epidemic Data

You want a piece of me: Britney Spears as a case study on the prominence of hegemonic tales and subversive stories in online media

Springer Link

Istvan Z. Kiss, Luc Berthouze & Wasiur R. KhudaBukhsh

Insights from exact social contagion dynamics on networks with higher-order structures

First Monday

Alyssa Hasegawa Smith, Adina Gitomer, Brooke Foucault Welles

Journal of Complex Networks

István Z Kiss, Iacopo Iacopini, Péter L Simon, Nicos Georgiou

A tale of three teams: Effect of long-term isolation in SIRIUS-21 on crew interpersonal networks

Attacking Shortest Paths by Cutting Edges

Acta Astronautica

Alina Lungeanu, Leslie A. DeChurch, Noshir S. Contractor

ACM Transactions on Knowledge Discovery from Data

Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld

Nonlinear bias toward complex contagion in uncertain transmission settings

Nearest-neighbor directed random hyperbolic graphs

Guillaume St-Onge, Laurent Hébert-Dufresne, and Antoine Allard

Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty

I. A. Kasyanov, P. van der Hoorn, D. Krioukov, and M. V. Tamm

The unequal effects of the health–economy trade-off during the COVID-19 pandemic

Nature communications

Emily Howerton, Lucie Contamin, Luke C. Mullany, Michelle Qin, Nicholas G. Reich, Samantha Bents, Rebecca K. Borchering, Sung-mok Jung, Sara L. Loo, Claire P. Smith, John Levander, Jessica Kerr, J. Espino, Willem G. van Panhuis, Harry Hochheiser, Marta Galanti, Teresa Yamana, Sen Pei, Jeffrey Shaman, Kaitlin Rainwater-Lovett, Matt Kinsey, Kate Tallaksen, Shelby Wilson, Lauren Shin, Joseph C. Lemaitre, Joshua Kaminsky, Juan Dent Hulse, Elizabeth C. Lee, Clifton D. McKee, Alison Hill, Dean Karlen, Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Xinyue Xiong, Ana Pastore y Piontti, Alessandro Vespignani, Erik T. Rosenstrom, Julie S. Ivy, Maria E. Mayorga, Julie L. Swann, Guido España, Sean Cavany, Sean Moore, Alex Perkins, Thomas Hladish, Alexander Pillai, Kok Ben Toh, Ira Longini Jr., Shi Chen, Rajib Paul, Daniel Janies, Jean-Claude Thill, Anass Bouchnita, Kaiming Bi, Michael Lachmann, Spencer J. Fox, Lauren Ancel Meyers, Ajitesh Srivastava, Przemyslaw Porebski, Srini Venkatramanan, Aniruddha Adiga, Bryan Lewis, Brian Klahn, Joseph Outten, Benjamin Hurt, Jiangzhuo Chen, Henning Mortveit, Amanda Wilson, Madhav Marathe, Stefan Hoops, Parantapa Bhattacharya, Dustin Machi, Betsy L. Cadwell, Jessica M. Healy, Rachel B. Slayton, Michael A. Johansson, Matthew Biggerstaff, Shaun Truelove, Michael C. Runge, Katriona Shea, Cécile Viboud & Justin Lessler

Unsupervised embedding of trajectories captures the latent structure of scientific migration

Nature Human Behaviour

Marco Pangallo, Alberto Aleta, R. Maria del Rio-Chanona, Anton Pichler, David Martín-Corral, Matteo Chinazzi, François Lafond, Marco Ajelli, Esteban Moro, Yamir Moreno, Alessandro Vespignani & J. Doyne Farmer

Extracting the Multiscale Causal Backbone of Brain Dynamics

Dakota Murray, Jisung Yoon, Sadamori Kojaku, Rodrigo Costas, Woo-Sung Jung, Staša Milojević, Yong-Yeol Ahn

Spatiotemporal gender differences in urban vibrancy

Gabriele D'Acunto, Francesco Bonchi, Gianmarco De Francisci Morales, Giovanni Petri

Hyper-cores promote localization and efficient seeding in higher-order processes

Sage Journals

Thomas Collins, Riccardo Di Clemente, Mario Gutiérrez-Roig, and Federico Botta

A consolidated framework for quantifying interaction dynamics

Marco Mancastroppa, Iacopo Iacopini, Giovanni Petri & Alain Barrat

Nature Computational Science

Brennan Klein

Community Mobility and Depressive Symptoms During the COVID-19 Pandemic in the United States

Who Supports American Art Museums? Introducing a New Dataset and Data Sources about Museum Funding

JAMA Netw Open

Roy H Perlis, Kristin Lunz Trujillo, Alauna Safarpour, Alexi Quintana, Matthew D Simonson, Jasper Perlis, Mauricio Santillana, Katherine Ognyanova, Matthew A Baum, James N Druckman, David Lazer

Panorama: Journal of the Association of Historians of American ArtPanorama

Albert-László Barabási, Louis Shekhtman

Deep Bayesian Active Learning for Accelerating Stochastic Simulation