Publications

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

First Monday

December 7, 2023

Alyssa Hasegawa Smith, Adina Gitomer, Brooke Foucault Welles

Journal of Complex Networks

November 30, 2023

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

November 30, 2023

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

ACM Transactions on Knowledge Discovery from Data

November 30, 2023

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

November 24, 2023

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

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

November 21, 2023

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

November 20, 2023

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

November 16, 2023

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

November 13, 2023

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

Spatiotemporal gender differences in urban vibrancy

October 31, 2023

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

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

Sage Journals

October 28, 2023

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

A consolidated framework for quantifying interaction dynamics

October 6, 2023

Marco Mancastroppa, Iacopo Iacopini, Giovanni Petri & Alain Barrat

Nature Computational Science

September 25, 2023

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

September 5, 2023

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

September 2, 2023

Albert-László Barabási, Louis Shekhtman

Deep Bayesian Active Learning for Accelerating Stochastic Simulation

Necessary and sufficient conditions for exact closures of epidemic equations on configuration model networks

ACM Digital Library

August 4, 2023

Dongxia Wu, Ruijia Niu, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu

Like-minded sources on Facebook are prevalent but not polarizing

August 2, 2023

Istvan Zoltan Kiss, Eben Kenah & Grzegorz A. Rempała

COVID-19 is linked to changes in the time–space dimension of human mobility

July 27, 2023

Brendan Nyhan, Jaime Settle, Emily Thorson, Magdalena Wojcieszak, Pablo Barberá, Annie Y. Chen, Hunt Allcott, Taylor Brown, Adriana Crespo-Tenorio, Drew Dimmery, Deen Freelon, Matthew Gentzkow, Sandra González-Bailón, Andrew M. Guess, Edward Kennedy, Young Mie Kim, David Lazer, Neil Malhotra, Devra Moehler, Jennifer Pan, Daniel Robert Thomas, Rebekah Tromble, Carlos Velasco Rivera, Arjun Wilkins, Beixian Xiong, Chad Kiewiet de Jonge, Annie Franco, Winter Mason, Natalie Jomini Stroud & Joshua A. Tucker

Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction

Nature Human Behaviour

July 27, 2023

Clodomir Santana, Federico Botta, Hugo Barbosa, Filippo Privitera, Ronaldo Menezes & Riccardo Di Clemente

Evolution of the Internet k-dense structure

July 17, 2023

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

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

Projected spread of Zika virus in the Americas

Small Wars

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

2017

Pertussis Epidemiology, Immunology, and Evolution

Q. Zhang, K. Sun, M. Chinazzi, A. Pastore y Piontti, N.E. Dean, D. Rojas, S. Merler, D. Mistry, P. Poletti, L. Rossi, M. Bray, M.E. Halloran, I. Longini and A. Vespignani.

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

Public Health and Online Misinformation: Challenges and Recommendations

Cécile Viboud, Alessandro Vespignani

2020

Annual Review of Public Health

Briony Swire-Thompson and David Lazer

Correction format has a limited role when debunking misinformation

Evolution and emergence: higher order information structure in protein interactomes across the tree of life

Briony Swire-Thompson, John Cook, Lucy H. Butler, Jasmyne A. Sanderson, Stephan Lewandowsky, Ullrich K. H. Ecker

A computational exploration of resilience and evolvability of protein–protein interaction networks

Oxford Academic

Brennan Klein, Erik Hoel, Anshuman Swain, Ross Griebenow, Michael Levin

Trollfare: Russia’s Disinformation Campaign During Military Conflict in Ukraine

Communications Biology

Brennan Klein, Ludvig Holmér, Keith M. Smith, Mackenzie M. Johnson, Anshuman Swain, Laura Stolp, Ashley I. Teufel & April S. Kleppe.

International Journal of Communication

Larissa Doroshenko, Josephine Lukito

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

STRATISFIMAL LAYOUT: A modular optimization model for laying out layered node-link network visualizations

Jessica T. Davis, Matteo Chinazzi, Nicola Perra, Kunpeng Mu, Ana Pastore y Piontti, Marco Ajelli, Natalie E. Dean, Corrado Gioannini, Maria Litvinova, Stefano Merler, Luca Rossi, Kaiyuan Sun, Xinyue Xiong, Ira M. Longini Jr, M. Elizabeth Halloran, Cécile Viboud & Alessandro Vespignani

PATHATTACK: Attacking Shortest Paths in Complex Networks

IEEE Xplore

Sara di Bartolomeo; Mirek Riedewald; Wolfgang Gatterbauer; Cody Dunne

The hidden influence of communities in collaborative funding of clinical science

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

The Royal Society Publishing

Kishore Vasan, Jevin D. West

Using Administrative Records and Survey Data to Construct Samples of Tweeters and Tweets

Spatiotemporal invasion dynamics of SARS-CoV-2 lineage B.1.1.7 emergence

Public Opinion Quarterly

Adam G Hughes, Stefan D McCabe, William R Hobbs, Emma Remy, Sono Shah, David M J Lazer

Backfire effects after correcting misinformation are strongly associated with reliability

Moritz U G Kraemer, Verity Hill, Christopher Ruis, Simon Dellicour, Sumali Bajaj, John T McCrone, Guy Baele, Kris V Parag, Anya Lindström Battle, Bernardo Gutierrez, Ben Jackson, Rachel Colquhoun, Áine O'Toole, Brennan Klein, Alessandro Vespignani, COVID-19 Genomics UK (CoG-UK) consortium; Erik Volz, Nuno R Faria, David Aanensen, Nicholas J Loman, Louis du Plessis, Simon Cauchemez, Andrew Rambaut, Samuel V Scarpino, Oliver G Pybus

Journal of Experimental Psychology: General

Briony Swire-Thompson, Nicholas Miklaucic, John Wihbey, David Lazer, Joseph DeGutis

Integrating explanation and prediction in computational social science

Measuring algorithmically infused societies

Jake M. Hofman, Duncan J. Watts, Susan Athey, Filiz Garip, Thomas L. Griffiths, Jon Kleinberg, Helen Margetts, Sendhil Mullainathan, Matthew J. Salganik, Simine Vazire, Alessandro Vespignani, Tal Yarkoni

Meaningful measures of human society in the twenty-first century

Claudia Wagner, Markus Strohmaier, Alexandra Olteanu, Emre Kıcıman, Noshir Contractor, Tina Eliassi-Rad

Association between COVID-19 outcomes and mask mandates, adherence, and attitudes

David Lazer, Eszter Hargittai, Deen Freelon, Sandra Gonzalez-Bailon, Kevin Munger, Katherine Ognyanova, Jason Radford

Estimating the cumulative incidence of COVID-19 in the United States using influenza surveillance, virologic testing, and mortality data: Four complementary approaches

PLOS ONE

Dhaval Adjodah, Karthik Dinakar, Matteo Chinazzi, Samuel P. Fraiberger, Alex Pentland, Samantha Bates, Kyle Staller, Alessandro Vespignani, Deepak L. Bhatt

PLoS Computational Biology

Fred S. Lu, Andre T. Nguyen, Nicholas B. Link, Mathieu Molina, Jessica T. Davis, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Marc Lipsitch, Mauricio Santillana

Towards A Diverse, Inclusive, Accessible and Equitable AAAI International Conference on Web and Social Media (ICWSM)

Quantifying collective intelligence in human groups

Kent Academic Repository

Jason RC Nurse, Francielle Vargas, Naeemul Hassan, Dakuo Wang, Panagiotis Andriotis, Amira Ghenai, Kokil Jaidka, Eni Mustafaraj, Kenneth Joseph, Brooke Foucault Welles

Using heterogeneous data to identify signatures of dengue outbreaks at fine spatio-temporal scales across Brazil

Christoph Riedl, Young Ji Kim, Pranav Gupta, Thomas W. Malone, and Anita Williams Woolley

Dynamic hidden-variable network models

PLoS Negl Trop Dis

Lauren A. Castro, Nicholas Generous, Wei Luo, Ana Pastore y Piontti, Kaitlyn Martinez, Marcelo F. C. Gomes, Dave Osthus, Geoffrey Fairchild, Amanda Ziemann, Alessandro Vespignani, Mauricio Santillana, Carrie A. Manore, Sara Y. Del Valle

Characterizing collective physical distancing in the U.S. during the first nine months of the COVID-19 pandemic

Phys. Rev. E

Harrison Hartle, Fragkiskos Papadopoulos, and Dmitri Krioukov

Urban-Rural Differences in Non-Voting Political Behaviors

PLOS Digital Health

Brennan Klein, Timothy LaRock, Stefan McCabe, Leo Torres, Lisa Friedland, Maciej Kos, Filippo Privitera, Brennan Lake, Moritz U.G. Kraemer, John S. Brownstein, Richard Gonzalez, David Lazer, Tina Eliassi-Rad, Samuel V. Scarpino, Alessandro Vespignani, Matteo Chinazzi

Political Research Quarterly

Jennifer Lin and Kristin Lunz Trujillo

The COVID States Project# 96: State of the COVID-19 Pandemic

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OSF Preprints

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PLOS Global Public Health

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Designing Ecosystems of Intelligence from First Principles

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Sentence-level Media Bias Analysis Informed by Discourse Structures

ACL Anthology

Xinliang Frederick Zhang, Nick Beauchamp, Lu Wang

Non-Coding RNAs Improve the Predictive Power of Network Medicine

ACL Anthology

Yuanyuan Lei, Ruihong Huang, Lu Wang, Nick Beauchamp

Impact of SARS-CoV-2 vaccination of children ages 5–11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021–March 2022: a multi-model study

Deisy Morselli Gysi, Albert-Laszlo Barabasi

The LANCET Regional Health

Alessandro Vespignani, Jessica T. Davis, Kunpeng Mu, Matteo Chinazzi, et al.

Estimating the impact of COVID-19 vaccine allocation inequities: a modeling study

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medRxiv

Nicolò Gozzi, Matteo Chinazzi, Natalie E. Dean, Ira M. Longini Jr., M. Elizabeth Halloran, Nicola Perra, Alessandro Vespignani

American Physical Society

Jeremy Paton, Harrison Hartle, Huck Stepanyants, Pim van der Hoorn, and Dmitri Krioukov

Using General Messages to Persuade on a Politicized Scientific Issue

Cambridge University Press

Jon Green, James N. Druckman, Matthew A. Baum, David Lazer, Katherine Ognyanova, Matthew D. Simonson, Jennifer Lin, Mauricio Santillana, Roy H. Perlis

Discovering Where We Excel: How Inclusive Turn-Taking in Conversation Improves Team Performance

Maximizing brain networks engagement via individualized connectome-wide target search

ACM Digital Library

Ki-Won Haan, Christoph Riedl, Anita Woolley

Leveraging Serosurveillance and Postmortem Surveillance to Quantify the Impact of Coronavirus Disease 2019 in Africa

Brain Stimulation

Arianna Menardi, Davide Momi, Antonino Vallesi, Albert-Laszlo Barabasi, Emma K. Towlson, Emiliano Santarnecchi

Clinical Infectious Diseases

Nicole E Kogan, Shae Gantt, David Swerdlow, Cécile Viboud, Muhammed Semakula, Marc Lipsitch, Mauricio Santillana

Identification Of Potent Inhibitors Of Sars-Cov-2 Infection By Combined Pharmacological Evaluation And Cellular Network Prioritization

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iScience

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MilkyBase, a database of human milk composition as a function of maternal-, infant- and measurement conditions

Sage Journals

Alauna Safarpour, Sarah Sunn Bush, Jennifer Hadden

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Scientific Data

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The American Journal of Clinical Nutrition

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

SpringerLink

C. Daniel Myers, Kirill Zhirkov, Kristin Lunz Trujillo

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

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

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

Nature communications

Unsupervised embedding of trajectories captures the latent structure of scientific migration

Nature Human Behaviour

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

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Panorama: Journal of the Association of Historians of American ArtPanorama

Albert-László Barabási, Louis Shekhtman

Deep Bayesian Active Learning for Accelerating Stochastic Simulation