Publications

Improving the generalizability of protein-ligand binding predictions with AI-Bind

Brookings

April 13, 2023

David Kiron, Elizabeth J. Altman and Christoph Riedl

How creative versus technical constraints affect individual learning in an online innovation community

April 8, 2023

Ayan Chatterjee, Robin Walters, Zohair Shafi, Omair Shafi Ahmed, Michael Sebek, Deisy Gysi, Rose Yu, Tina Eliassi-Rad, Albert-László Barabási & Giulia Menichetti

Multiple models for outbreak decision support in the face of uncertainty

March 25, 2023

Victor P. Seidel, Christoph Riedl

Online Activism and Grassroots Memorialization in the Age of COVID-19: Dr. Li Wenliang's Virtual Wailing Wall

March 7, 2023

Kunpeng Mu, Ana Pastore y Piontti, Alessandro Vespignani, et al.

Cultural Analysis Forum Series

March 1, 2023

Adam Hinden, Ziying You, Zhen Guo

Forecasting hospital-level COVID-19 admissions using real-time mobility data

Nature Communications Medicine

February 14, 2023

Brennan Klein, Ana C. Zenteno, Daisha Joseph, Mohammadmehdi Zahedi, Michael Hu, Martin Copenhaver, Moritz U.G. Kraemer, Matteo Chinazzi, Michael Klompas, Alessandro Vespignani, Samuel V. Scarpino, Hojjat Salmasian

Correlates of symptomatic remission among individuals with post-COVID-19 condition

Gastroenteritis Forecasting Assessing the Use of Web and Electronic Health Record Data With a Linear and a Nonlinear Approach: Comparison Study

February 1, 2023

Roy H Perlis, Mauricio Santillana, Katherine Ognyanova, David Lazer

JMIR Public Health and Surveillance

January 31, 2023

Canelle Poirier, Guillaume Bouzillé, Valérie Bertaud, Marc Cuggia, Mauricio Santillana, Audrey Lavenu

Spatial scales of COVID-19 transmission in Mexico

Diameter of Maximally Symmetric Compact Riemann Surfaces

January 30, 2023

Brennan Klein, Harrison Hartle, Munik Shrestha, Ana Cecilia Zenteno, David Barros Sierra Cordera, José R. Nicolas-Carlock, Ana I. Bento, Benjamin M. Althouse, Bernardo Gutierrez, Marina Escalera-Zamudio, Arturo Reyes-Sandoval, Oliver G. Pybus, Alessandro Vespignani, Jose Alberto Diaz-Quiñonez, Samuel V. Scarpino, Moritz U.G. Kraemer

Who wants to cooperate-and why? Attitude and perception of crowd workers in online labor markets

January 25, 2023

Huck Stepanyants, Alan Beardon, Jeremy Paton, Dmitri Krioukov

Using digital traces to build prospective and real-time county-level early warning systems to anticipate COVID-19 outbreaks in the United States

January 20, 2023

Zachary Fulker, Christoph Riedl

Memory failure predicts belief regression after the correction of misinformation

Science Advances

January 18, 2023

Lucas M. Stolerman, Leonardo Clemente, Canelle Poirier, Kris V. Parag, Atreyee Majumder, Serge Masyn, Bernd Resch, Mauricio Santillana

The COVID States Project# 97: Twitter, Social Media, and Elon Musk

Cognition

January 3, 2023

Briony Swire-Thompson, Mitch Dobbs, Ayanna Thomas, Joseph DeGutisde

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

January 1, 2023

Jonathan Schulman, Hong Qu, David Lazer, Roy Perlis, Katherine Ognyanova, Matthew Baum, Samantha Cadenasso, James Druckman, Jon Green, Alexi Quintana, Alauna Safarpour, Mauricio Santillana, Kristin Lunz Trujillo, Ata Uslu

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

December 20, 2022

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

The evolving roles of US political partisanship and social vulnerability in the COVID-19 pandemic from February 2020–February 2021

December 8, 2022

Jonathan Schulman, David Lazer, Roy Perlis, Matthew Baum, Samantha Cadenasso, Katherine Ognyanova, Alexi Quintana, Ata Uslu, James Druckman, Mauricio Santillana, Jon Green, Alauna Safarpour, Kristin Lunz Trujillo, Hong Qu

PLOS Global Public Health

December 5, 2022

Justin Kaashoek, Christian Testa, Jarvis T Chen, Lucas M Stolerman, Nancy Krieger, William P Hanage, Mauricio Santillana

Designing Ecosystems of Intelligence from First Principles

Evolution of the Internet k-dense structure

December 2, 2022

Karl J Friston, Maxwell J D Ramstead, Alex B Kiefer, Alexander Tschantz, Christopher L Buckley, Mahault Albarracin, Riddhi J Pitliya, Conor Heins, Brennan Klein, Beren Millidge, Dalton A R Sakthivadivel, Toby St Clere Smithe, Magnus Koudahl, Safae Essafi Tremblay, Capm Petersen, Kaiser Fung, Jason G Fox, Steven Swanson, Dan Mapes, Gabriel René

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

Scientific Reports

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

Physical Review E

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

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

Physical Review E

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.

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

International Journal for Intercultural Communication

Forbush, E. and Foucault Welles, B.

Untangling performance from success

Canonical genetic signatures of the adult human brain

B. Yucesoy and A.-L. Barabasi

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

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

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

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

Physical Review E

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

The Rise of the Social Algorithm

Volunteer Science: An Online Laboratory for Experiments in Social Psychology

David Lazer

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

Scientific Reports

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

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

Scientific Reports

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

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

Nature Letter

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

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

Deliberative Self-Organizing Traffic Lights with Elementary Cellular Automata

Web Science

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

Pertussis Epidemiology, Immunology, and Evolution

Complexity

Jorge L. Zapotecatl, David A. Rosenblueth, and Carlos Gershenson

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

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

Network comparison and the within-ensemble graph distance

Katriona Shea et al.

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

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

Nature Physics

Yanchen Liu, Nima Dehmamy, and Albert-László Barabási

Crowding and the shape of COVID-19 epidemics

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

Exploring food contents in scientific literature with FoodMine

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

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

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

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

Correction format has a limited role when debunking misinformation

CDC EID

Matthew Biggerstaff, Benjamin J. Cowling, Zulma M. Cucunubá, Linh Dinh, Neil M. Ferguson, Huizhi Gao, Verity Hill, Natsuko Imai, Michael A. Johansson, Sarah Kada, Oliver Morgan, Ana Pastore y Piontti, Jonathan A. Polonsky, Pragati Venkata Prasad, Talia M. Quandelacy, Andrew Rambaut, Jordan W. Tappero, Katelijn A. VandemaeleComments to Author , Alessandro Vespignani, K. Lane Warmbrod, Jessica Y. Wong, and for the WHO COVID-19 Modelling Parameters Group

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

Springer Link

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

The COVID-19 pandemic amplified long-standing racial disparities in the United States criminal justice system

Oxford Academic

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

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

Brennan Klein, Brandon Ogbunugafor, Benjamin J. Schafer, Zarana Bhadricha, Preeti Kori, Jim Sheldon, Nitish Kaza, Emily A. Wang, Tina Eliassi-Rad, Samuel V. Scarpino, Elizabeth Hinton

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

PATHATTACK: Attacking Shortest Paths in Complex Networks

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

The hidden influence of communities in collaborative funding of clinical science

Springer Link

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

Say Their Names: Resurgence in the collective attention toward Black victims of fatal police violence following the death of George Floyd

PLOS ONE

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

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

Henry H. Wu, Ryan J. Gallagher, Thayer Alshaabi, Jane L. Adams, Joshua R. Minot, Michael V. Arnold, Brooke Foucault Welles, Randall Harp, Peter Sheridan Dodds, Christopher M. Danforth

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

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

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

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

The evolving roles of US political partisanship and social vulnerability in the COVID-19 pandemic from February 2020–February 2021

PLOS Global Public Health

Justin Kaashoek, Christian Testa, Jarvis T Chen, Lucas M Stolerman, Nancy Krieger, William P Hanage, Mauricio Santillana

Designing Ecosystems of Intelligence from First Principles

Sentence-level Media Bias Analysis Informed by Discourse Structures

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

Entropy of labeled versus unlabeled networks

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

Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation

Spontaneous emergence of groups and signaling diversity in dynamic networks

Xinliang Frederick Zhang, Nick Beauchamp, Lu Wang

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

Zachary Fulker, Patrick Forber, Rory Smead, Christoph Riedl

Maximizing brain networks engagement via individualized connectome-wide target search

ACM Digital Library

Ki-Won Haan, Christoph Riedl, Anita Woolley

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

Brain Stimulation

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

Participation incentives in a survey of international non-profit professionals

iScience

J.J. Patten, Patrick T. Keiser, Deisy Morselli-Gysi, Giulia Menichetti, Hiroyuki Mori, Callie J. Donahue, Xiao Gan, Italo Do Valle, Kathleen Geoghegan-Barek, Manu Anantpadma, Ruthmabel Boytz, Jacob L. Berrigan, Sarah H. Stubbs, Tess Ayazika, Colin O’leary, Sallieu Jalloh, Florence Wagner, Seyoum Ayehunie, Stephen J. Elledge, Deborah Anderson, Joseph Loscalzo, Marinka Zitnik, Suryaram Gummuluru, Mark N. Namchuk, Albert-László Barabási And Robert A. Davey

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

Research gaps and opportunities in precision nutrition: an NIH workshop report

Scientific Data

Tünde Pacza, Mayara L. Martins, Maha Rockaya, Katalin Müller, Ayan Chatterjee, Albert-László Barabási, József Baranyi

The American Journal of Clinical Nutrition

Bruce Y Lee, José M Ordovás, Elizabeth J Parks, Cheryl A M Anderson, Albert-László Barabási, Steven K Clinton, Kayla de la Haye, Valerie B Duffy, Paul W Franks, Elizabeth M Ginexi, Kristian J Hammond, Erin C Hanlon, Michael Hittle, Emily Ho, Abigail L Horn, Richard S Isaacson, Patricia L Mabry, Susan Malone, Corby K Martin, Josiemer Mattei, Simin Nikbin Meydani, Lorene M Nelson, Marian L Neuhouser, Brendan Parent, Nicolaas P Pronk, Helen M Roche, Suchi Saria, Frank A J L Scheer, Eran Segal, Mary Ann Sevick, Tim D Spector, Linda Van Horn, Krista A Varady, Venkata Saroja Voruganti, Marie F Martinez

Who Is “On Welfare”? Validating the Use of Conjoint Experiments to Measure Stereotype Content

Collective Intelligence in Human-AI Teams: A Bayesian Theory of Mind Approach

SpringerLink

C. Daniel Myers, Kirill Zhirkov, Kristin Lunz Trujillo

Proceedings of the 37th AAAI Conference on Artificial Intelligence (2023)

Samuel Westby, Christoph Riedl

Sequential motifs in observed walks

Journal of Complex Networks

Timothy LaRock, Ingo Scholtes, Tina Eliassi-Rad

Users choose to engage with more partisan news than they are exposed to on Google Search

COVID-19 amplified racial disparities in the US criminal legal system

Ronald E. Robertson, Jon Green, Damian J. Ruck, Katherine Ognyanova, Christo Wilson & David Lazer

Workforce ecosystems and AI

Improving the generalizability of protein-ligand binding predictions with AI-Bind

Brookings

David Kiron, Elizabeth J. Altman and Christoph Riedl

How creative versus technical constraints affect individual learning in an online innovation community

Ayan Chatterjee, Robin Walters, Zohair Shafi, Omair Shafi Ahmed, Michael Sebek, Deisy Gysi, Rose Yu, Tina Eliassi-Rad, Albert-László Barabási & Giulia Menichetti

Multiple models for outbreak decision support in the face of uncertainty

Victor P. Seidel, Christoph Riedl

Online Activism and Grassroots Memorialization in the Age of COVID-19: Dr. Li Wenliang's Virtual Wailing Wall

Kunpeng Mu, Ana Pastore y Piontti, Alessandro Vespignani, et al.