LFR Publications

• Chordless cycle filtrations for dimensionality detection in complex networks via topological data analysis 

A.F. Marcús, R. Jankowski, M. Vila-Miñana, C. Casacuberta and M. Serrano 

Nature Communications

• Motif-based filtrations for persistent homology: A framework for graph isomorphism and property prediction

M. Vila-Miñana, R. Jankowski, A.F. Marcús, R. Ballester, M. Serrano, C. Casacuberta

arXiv (preprint)

• Task complexity shapes internal representations and robustness in neural networks

R. Jankowski, F. Radicchi, M. Serrano, M. Boguñá, S. Fortunato

Machine Learning: Science and Technology 

• Graph energy as a measure of community detectability in networks

L. Böttcher, M. A. Porter and S. Fortunato

arXiv (preprint)

• Modeling plant disease spread via high-resolution human mobility networks 

V. K. Rao, R. Higgs, H. Kingi, F. Radicchi, S. Fortunato, M. Litvinova

arXiv (preprint)

• Scale invariance and statistical significance in complex weighted networks

F. N. Silva, S. Kojaku, A. Flammini, F. Radicchi and S. Fortunato  

Physical Review E 

• Detectability threshold in weighted modular networks 

F. Radicchi, F. N. Silva, A. Flammini, S. Fortunato and S. Kojaku

Physical Review E

• Triadic percolation on multilayer networks
  H. Sun, F. Radicchi and G. Bianconi
  Physical Review E

• Shortest-path percolation on scale-free networks

M. Kim, L. Cirigliano, C. Castellano, H. Sun, R. Jankowski, A. Poggialini and F. Radicchi

Physical Review E

• Robustness in sparse artificial neural networks trained with adaptive topology

B. Sulyok, G.Palla, F. Radicchi, S. Fortunato

arXiv (preprint)

• Toward a physics of deep learning and brains

A. Ghavasieh, M. Vila-Miñana, A. Khurd, J. Beggs, G. Ortiz and S. Fortunato 

arXiv (preprint)

• Beyond Distance: Mobility Neural Embeddings Reveal Visible and Invisible Barriers in Urban Space

G. Weng, M. Kim, Y. Y. Ahn, and E. Moro

arXiv (preprint)

• Modeling the amplification of epidemic spread by individuals exposed to misinformation on social media. 

M. R. DeVerna, F. Pierri, Y. Y. Ahn, S. Fortunato, A. Flammini and F. Menczer.

npj Complexity

• Representing the disciplinary structure of physics: a comparative evaluation of graph and text embedding methods 

I. Constantino, S. Kojaku, S. Fortunato and Y. Y. Ahn

Quantitative Science Studies

• Parallel median consensus clustering in complex networks. 

M. T. Hussain, M. Halappanavar, S. Chatterjee, F. Radicchi and S. Fortunato

Scientific Reports

• Modeling resource consumption in the US air transportation system via minimum-cost percolation

M. Kim, C. T. Diggans and F. Radicchi

Nature Communications

• Deep-learning-aided dismantling of interdependent networks

W. Gu, C. Yang, L. Li, J. Hou and F. Radicchi

Nature Machine Intelligence

• Efficient inference of rankings from multibody comparisons

J. Yeung, D. Kaiser, and F. Radicchi

Physical Review E

• Topology shapes dynamics of higher-order networks

A. P Millán, H. Sun, L. Giambagli, R. Muolo, T. Carletti, J. J. Torres, F. Radicchi, J. Kurths and G. Bianconi

Nature Physics

• Modeling individual attention dynamics on online social media

J. Ojer, F. Radicchi, S. Fortunato, M, Starnini, R. Pastor-Satorras

arXiv (preprint)

• What defines a group of friends? Rethinking community structure in signed, directed networks

M. A. González-Casado, A. Sánchez, S. Fortunato

arXiv (preprint)

• Multilayer network science: theory, methods, and applications

A. Aleta, A. S. Teixeira, G. F. de Arruda, A. Baronchelli, A. Barrat, J. Kertész, A. Díaz-Guilera, O. Artime, M. Starnini, G. Petri, M. Karsai, S. Patwardhan,  A. Vespignani, Y. Moreno, S. Fortunato

arXiv (preprint)

• The Effects of Remote Working on Scientific Collaboration and Impact

S. Venturini, S. Sikdar, M. Mazzarello, F. Rinaldi, F. Tudisco, P. Santi, S. Fortunato, C. Ratti

arXiv (preprint)

• The Value of Patience in Online Grocery Shopping

J. Eshtiyagh, P. Zhao, F. Librino, G. Resta, P. Santi, M. Mazzarello, A. Khurd, S. Fortunato, C. Ratti

arXiv (preprint)

• Functional mesoscale organization of complex networks

A. Ghavasieh, S. Sikdar, M. De Domenico, S. Fortunato

arXiv (preprint)

• Network community detection via neural embeddings
  S. Kojaku, F. Radicchi, Y. Y. Ahn and S. Fortunato
  Nature. Communications

• Shortest-path percolation on random networks
  M. Kim and F. Radicchi
  Physical Review Letters

• Symmetry breaking in optimal transport networks
  S. Patwardhan, M. Barthelemy, Ş. Erkol, S. Fortunato and F. Radicchi
  Nature Communication

• Digital epidemiology of prescription drug references on x (formerly twitter): Neural network topic modeling and sentiment analysis 

V. K. Rao, D. Valdez, R. Muralidharan, J. Agley, K. S. Eddens, A. Dendukuri, V. Panth, M.  A. Parker 

• What we should learn from pandemic publishing
  S. Sikdar, S. Venturini, M. L. Charpignon, S. Kumar, F. Rinaldi, F. Tudisco, S. Fortunato and M. S. Majumder
  Nature human behaviour

• Iterative embedding and reweighting of complex networks reveals community structure
  B. Kovács, S. Kojaku, G. Palla, S. Fortunato
  Scientific Reports

• Reconstruction of multiplex networks via graph embeddings
  D. Kaiser, S. Patwardhan, M. Kim and F. Radicchi
  Physical Review E 

• Robustness and resilience of complex networks
  O. Artime, M. Grassia, M. De Domenico, J. P. Gleeson, H. A. Makse, G. Mangioni, M. Perc and F. Radicchi
  Nature Review Physics

• Community detection in hypergraphs via mutual information maximization

J. Kritschgau, D. Kaiser, O. A. Rodriguez, I. Amburg, J.3 Bolkema, T. Grubb, F. Lan, S. Maleki, P. Chodrow, B. Kay 

     Scientific Reports

• Collaboration and topic switches in science
  S. Venturini, S. Sikdar, F. Rinaldi, F. Tudisco, S. Fortunato
  Scientific Reports

• Cell type differentiation using network clustering algorithms

F. S. F. Nasrollahi, F. N. Silva, S. Liu, S. Chaudhuri, M. Yu, J. Wang, K. Nho, A. J. Saykin, D. A. Bennett, O. Sporns, S. Fortunato 

bioRxiv (preprint)

• Epidemic spreading in group-structured popul6ations 

S. Patwardhan, V. K. Rao, S. Fortunato and F. Radicchi

Physical Review X

• Results and Methodological Implications of the Digital Epidemiology of Prescription Drug References Among Twitter Users: Latent Dirichlet Allocation (LDA) Analyses

M. A. Parker, D. Valdez, V. K. Rao, K. S. Eddens, J. Agley

Journal of Medical Internet Research

• Consistency pays off in science

Ş. Erkol, S. Sikdar, F. Radicchi, S. Fortunato

Quantitative Science Studies

• Influence maximization: divide and conquer

S. Patwardhan, F. Radicchi, S. Fortunato

Physical Review E

• Dynamical methods for target control of biological networks 

T. Parmer and F. Radicchi 

R. Soc. Open Sci.

• The dynamic nature of percolation on networks with triadic interactions 

H. Sun, F. Radicchi, J. Kurths and G. Bianconi

Nature Communication

• Complex systems in the spotlight: next steps after the 2021 Nobel Prize in Physics 

G. Bianconi, A. Arenas, J. Biamonte, L. D. Carr, B. Kahng, J. Kertesz, J. Kurths, L. Lü, C. Masoller, A. E. Motter, M. Perc, F. Radicchi, R. Ramaswamy, F. A. Rodrigues, M. Sales-Pardo, M.S. Miguel, S. Thurner and T. Yasseri

J. Phys. Complex.

• Critical avalanches of Susceptible-Infected-Susceptible dynamics in finite networks  

D. Notarmuzi, A. Flammini, C. Castellano and F. Radicchi 

Physical Review E

• Consistent churn of early career researchers: an analysis of turnover and replacement in the scientific workforce

C. Boothby, S. Milojević, V. Larivière, F. Radicchi, and C. R. Sugimoto

10.31219/osf.io/hdny6 (preprint)

• Robustness modularity in complex networks

F. N. Silva, A. Albeshri, V. Thayananthan, W. Alhalabi and S. Fortunato
Physical Review E

• Influence maximization in Boolean networks

T. Parmer, L. M. Rocha and F. Radicchi

Nature Communication

• Effective submodularity of influence maximization on temporal networks

Ş. Erkol, D. Mazzilli and F. Radicchi

Physical Review E

• Universality, criticality and complexity of information propagation in social media

D. Notarmuzi, C. Castellano, A. Flammini, D. Mazzilli and F. Radicchi

Nature Communication

• Systematic comparison of graph embedding methods in practical tasks
  Y. J. Zhang, K. C. Yang and F. Radicchi
  Physical Review E 

• Detecting climate teleconnections with Granger causality
  F. N. Silva, D. A. Vega-Oliveros, X. Yan, A. Flammini, F. Menczer, F. Radicchi, B. Kravitz and S. Fortunato
  Geophysical Research Letters

• Principled approach to the selection of the embedding dimension of networks
  W. Gu, A. Tandon, Y. Y. Ahn and F. Radicchi
  Nature Communications

• Who is the best coach of all time? A network-based assessment of the career performance of professional sports coaches
  Ş. Erkol and F. Radicchi
  Journal of Complex Networks 

• Community detection in networks using graph embeddings
  A. Tandon, A. Albeshri, V. Thayananthan, W. Alhalabi, F. Radicchi and S. Fortunato
  Physical Review E 

• Percolation theory of self-exciting temporal processes
  D. Notarmuzi, C. Castellano, A. Flammini, D. Mazzilli and F. Radicchi
  Physical Review E 

• Model-free hidden geometry of complex networks
  Y. J. Zhang, K. C. Yang and F. Radicchi
  Physical Review E 

• Combinatorial approach to spreading processes on networks
  D. Mazzilli and F. Radicchi
  European Journal of Physics

• Epidemic plateau in critical SIR dynamics with non-trivial initial conditions
  F. Radicchi and G. Bianconi
  Physical Review E

• Influence maximization on temporal networks
  Ş. Erkol, D. Mazzilli and F. Radicchi
  Physical Review E

• Classes of critical avalanche dynamics in complex networks
  F. Radicchi, C. Castellano, A. Flammini, M. A. Muñoz and D. Notarmuzi
  Physical Review Research

• k-core structure of real multiplex networks
  S. Osat, F. Radicchi and F. Papadopoulos
  Physical Review Research

• Classical information theory of networks
  F. Radicchi, D. Krioukov, H. Hartle and G. Bianconi
  Journal of Physics

• Multiscale community detection in Cytoscape

A. Singhal, S. Cao, C. Churas, D. Pratt, S. Fortunato, F. Zheng, T. Ideker

PLoS computational biology

• Scientific elite revisited: patterns of productivity, collaboration, authorship and impact

J. Li, Y. Yin, S. Fortunato, D. Wang

Journal of the Royal Society Interface 

• Recency predicts bursts in the evolution of author citations

F. N. Silva, A. Tandon, D. R. Amancio, A. Flammini, F. Menczer, S. Milojević, S. Fortunato

Quantitative Science Studies