Publications

TSUPY: Dynamic Climate Network Analysis Library (2022)
J. Liu, Y. Xu, F. Nargesian, G. Ghoshal
CIKM ’22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 4926–4930

The Consensus Problem in Polities of Agents with Dissimilar Cognitive Architectures (2022)
D.R. Sowinski, J. Carroll-Nellenback, J. DeSilva, A. Frank, G. Ghoshal, M. Gleiser
Entropy 24 (10), 1378

Connecting intercity mobility with urban welfare (2022)
S. Mimar, D. Soriano-Paños, A. Kirkley, H. Barbosa, A. Sadilek, A. Arenas, J. Gómez-Gardeñes, G. Ghoshal
PNAS Nexus 1 (4), pgac178

Inferring spatial source of disease outbreaks using maximum entropy (2022)
M. Ansari, D. Soriano-Paños, G. Ghoshal, A.D. White
Physical Review E 106 (1), 014306

Simulation-based inference with approximately correct parameters via maximum entropy (2022)
R. Barrett, M. Ansari, G. Ghoshal, A.D. White
Machine Learning: Science and Technology 3 (2), 025006

Growing Urban Bicycle Networks (2022)
M. Szell, S. Mimar, T. Perlman, G. Ghoshal and R. Sinatra
Scientific Reports 12, 6765

Contrasting social and non-social sources of predictability in human mobility (2022).
Z. Chen, S. Kelty, A. G. Evsukoff, B. F. Welles, J. Bagrow, R. Menezes and G. Ghoshal
Nature Communications 13, 1922

Simulation-based inference with approximately correct parameters via maximum entropy (2022)
R. Barrett, M. Ansari, G. Ghoshal and A. White
Machine Learning: Science and Technology

Modeling Communicable Diseases, Human Mobility, and Epidemics: A Review (2022)
D. Soriano‐Paños, W. Cota, S. C Ferreira, G. Ghoshal, A. Arenas and J. Gómez‐Gardeñes
Annalen der Physik 2100482

A sampling-guided unsupervised learning method to capture percolation in complex networks (2022) 
S. Mimar and G. Ghoshal
Scientific Reports 12, 4147

Impact of urban structure on infectious disease spreading (2022)
J. Aguilar, A. Bassolas, G. Ghoshal, S. Hazarie, A. Kirkley, M. Mazzoli, S. Meloni, S. Mimar, V. Nicosia, J. J. Ramasco and A. Sadilek
Scientific Reports 12, 3816

Interplay between population density and mobility in determining the spread of epidemics in cities (2021)
S. Hazarie, D. Soriano-Panos, A. Arenas, J. Gomez-Gardenes, G. Ghoshal
Communications Physics 4, 191

Linguistic evolution driven by network heterogeneity and the Turing mechanism (2021)
S. Mimar, M. Mussa Juane, J. Mira, J. Park, A.P. Munuzuri, G. Ghoshal.
Physical Review Research 3, 023241

Cues to gender and racial identity reduce creativity in diverse social networks (2021)
R. A. Baten, R. Aslin, G. Ghoshal, M.E. Hoque.
Scientific Reports 11, 10261

Uncovering the socioeconomic facets of human mobility (2021)
H. Barbosa, S. Hazarie, B. Dickinson, et al.
Scientific Reports 11, 8616

Chemical oscillators synchronized via an active oscillating medium: Dynamics and phase approximation model (2021)
D. García-Selfa, G. Ghoshal, C. Bick, J. Pérez-Mercader and A. Muñuzuri
Chaos, Solitons & Fractals 145, 110809

Creativity in temporal social networks: how divergent thinking is impacted by one’s choice of peers (2020)
R. Baten, D. Bagley, A. Tenesaca, F. Clark, J. Bagrow, G. Ghoshal and Ehsan Hoque
Journal of the Royal Society Interface 17, 20200667

Uncovering the differences and similarities between physical and virtual mobility (2020)
S. Hazarie, H. Barbosa, A. Frank, R. Menezes and G. Ghoshal
Journal of the Royal Society Interface 17, 20200250

Inferring Nighttime Satellite Imagery from Human Mobility (2020)
B. Dickinson, G. Ghoshal, X. Dotiwalla, A. Sadilek and H. Kautz
Proceedings of the AAAI Conference on Artificial Intelligence 34, 394

Impact of temporal scales and recurrent mobility patterns on the unfolding of epidemics (2020)
D. Soriano-Panos, G. Ghoshal, A. Arenas and J. Goméz-Gardenes
Journal of Statistical Mechanics: Theory and Experiment 2020, 024006

Predicting hospital-onset Clostridium difficile using patient mobility data: A network approach (2019)
K. Bush, H. Barbosa, S. Farooq, S. J. Weisenthal, M. Trayhan, R. J. White, G. Ghoshal and M. S. Zand
Infection Control & Hospital Epidemiology 40, 1380–1386

Hierarchical organization of urban mobility and its connection with city livability (2019)
A. Bassolas, H. Barbosa-Filho, B. Dickinson, X. Dotiwalla, et al.
Nature Communications 10, 4817

Turing patterns mediated by network topology in homogeneous active systems (2019)
S. Mimar, M. Mussa Juane, J. Park, A.P. Muñuzuri, G. Ghoshal
Phys. Rev. E 99, 062303

Tracking online topics over time: understanding dynamic hashtag communities (2018)
P. Lorenz-Spreen, F. Wolf, J. Braun, G. Ghoshal, N. Djurdjevac Conrad, P. Hövel
Computational Social Networks 5(1), 9

Use and abuse of detrital zircon U-Pb geochronology—A case from the Río Orinoco delta, eastern Venezuela. (2018)
M. Ibañez-Mejia, A. Pullen, M. Peppe, F. Urbani, G. Ghoshal,J.C. Ibañez-Mejia
Geology 46(11), 1019

From the betweenness centrality in street networks to structural invariants in random planar graphs (2018)
A. Kirkley, H. Barbosa, M. Barthelemy, G. Ghoshal
Nature Communications 9 (1), 2501

Human mobility: models and applications (2018)
H. Barbosa-Filho, M. Barthelemy, G. Ghoshal, C.R. James, et al.
Physics Reports 734, 1-74

Buildup of speaking skills in an online learning community: a network-analytic exploration (2018)
R. Shafipour, R. A. Baten, M.K. Hasan, G. Ghoshal, G. Mateos, M.E. Hoque
Humanities and Social Science Communications 4 (1), 1-10

Semi-Automated 8 Collaborative Online Training Module for Improving Communication Skills (2017)
R. Zhao R, V. Li, H. Barbosa, G. Ghoshal, et al.
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 1 (2), 32

Properties of healthcare teaming networks as a function of network construction algorithms (2017)
M. S. Zand, M. Trayhan, S.A. Farooq , C. Fucile, G. Ghoshal, et al .
PloS one 12 (4), e0175876

Morphology of travel routes and the organization of cities (2017)
M. Lee, H. Barbosa, H. Youn, P. Holme P, G. Ghoshal
Nature communications 8 (1), 2229

Emergence of a super-synchronized mobbing state in a large population of coupled chemical oscillators (2016)
G. Ghoshal, A.P. Muñuzuri, J. Pérez-Mercader
Scientific reports 6, 19186

Effects of intrinsic noise on a cubic autocatalytic reaction-diffusion system (2014)
F. Cooper, G. Ghoshal, J. Pérez-Mercader
Physical Review E 89 (6), 062127

Social system as complex networks (2014)
G. Ghoshal, G. Mangioni, R. Menezes, J. Poncela-Casanovas
Social Network Analysis and Mining 4(1), 1-2

Internal composite bound states in deterministic reaction diffusion models (2013)
F. Cooper, G. Ghoshal, A. Pawling, J. Pérez-Mercader
Physical review letters 111 (4), 044101

Urban characteristics attributable to density-driven tie formation (2013)
W. Pan, G. Ghoshal, C. Krumme, M. Cebrian, A. Pentland
Nature communications 4(1), 1961

Composite bound states and broken U (1) symmetry in the chemical-master-equation derivation of the Gray-Scott model (2013)
F. Cooper, G. Ghoshal, J. Pérez-Mercader
Physical Review E 88 (4), 042926

Parametric pattern selection in a reaction-diffusion model (2013)
M. Stich, G. Ghoshal, J. Pérez-Mercader
PloS one 8 (10), e77337

Uncovering the role of elementary processes in network evolution (2013)
G. Ghoshal, L. Chi, A.-L. Barabási
Scientific reports 3, 2920

Complex Networks IV: Proceedings of the 4th Workshop on Complex Networks CompleNet 2013 (2013)
G. Ghoshal, J. Poncela-Casasnovas, R. Tolksdorf
Proceedings of the 4th Workshop on Complex Networks CompleNet 2013, Springer-Verlag New York

Dynamics of ranking processes in complex systems (2012)
N. Blumm, G. Ghoshal, Z. Forró , M Schich, G. Bianconi, J.P. Bouchaud, A.-L. Barabasi
Physical review letters 109 (12), 128701

Evidence for Network Evolution in an Arabidopsis Interactome Map (2011)
M. Dreze, A. Carvunis, B. Charloteaux, M. Galli, et al.
Science 333 (6042), 601

Ranking stability and super stable nodes in complex networks (2011)
G. Ghoshal G, A.-L. Barabasi
Nature communications 2, 394

Hypergraph topological quantities for tagged social networks (2009)
V. Zlatić, G. Ghoshal, G. Caldarelli
Physical Review E 80 (3), 036118

Random hypergraphs and their applications (2009)
G. Ghoshal, V. Zlatić, G. Caldarelli, M.E.J. Newman
Physical Review E 79 (6), 066118

Structural and dynamical properties of complex networks (2009)
G. Ghoshal
University of Michigan

The diplomat’s dilemma: Maximal power for minimal effort in social networks (2009)
P. Holme, G. Ghoshal
Adaptive Networks, 269-288

Some new applications of network growth models (2009)
G. Ghoshal
Dynamics On and Of Complex Networks

Bicomponents and the robustness of networks to failure (2008)
M.E.J. Newman, G. Ghoshal
Physical review letters 100 (13), 138701

Preservation of network degree distributions from non-uniform failures (2008)
B. Karrer, G. Ghoshal
The European Physical Journal B 62 (2), 239-245

Growing distributed networks with arbitrary degree distributions (2007)
G. Ghoshal G, M.E.J. Newman
The European Physical Journal B 58 (2), 175-184

Exact solutions for models of evolving networks with addition and deletion of nodes (2006)
C. Moore, G. Ghoshal, M.E.J. Newman
Physical Review E 74 (3), 036121

Attractiveness and activity in internet communities (2006)
G. Ghoshal, P. Holme
Physica A: Statistical Mechanics and its Applications 364, 603-609

Dynamics of networking agents competing for high centrality and low degree (2006)
P. Holme, G. Ghoshal
Physical review letters 96 (9), 098701

SIS epidemics with household structure: the self-consistent field method (2004)
G. Ghoshal, L. Sander L, I. Sokolov
Mathematical Biosciences 190 (1), 71-85