Santo Fortunato

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• Task complexity shapes internal representations and robustness in neural networks

  Machine Learning Science and Technology · 2026-03-19

• Task complexity shapes internal representations and robustness in neural networks

  Machine Learning Science and Technology · 2026-03-19

• Multilayer network science: theory, methods, and applications

  Journal of Complex Networks · 2026-03-10 · 1 citations

• Robustness in sparse artificial neural networks trained with adaptive topology

  ArXiv.org · 2026-02-25

• Robustness in sparse artificial neural networks trained with adaptive topologyPreprint

  Open MIND · 2026-02-25

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

  Open MIND · 2026-02-25

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

  ArXiv.org · 2026-02-25

• Graph energy as a measure of community detectability in networks

  ArXiv.org · 2026-01-08

• Graph energy as a measure of community detectability in networksPreprint

  arXiv (Cornell University) · 2026-01-08

• Detectability threshold in weighted modular networks

  Physical review. E · 2026-01-06

• The Value of Patience in Online Grocery ShoppingPreprint

  ArXiv.org · 2025-10-21

• Modeling individual attention dynamics on online social mediaPreprint

  arXiv (Cornell University) · 2025-07-02

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

  npj Complexity · 2025-04-02 · 11 citations

• Parallel median consensus clustering in complex networks

  Scientific Reports · 2025-01-30 · 3 citations

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

  Quantitative Science Studies · 2025-01-01 · 2 citations

• Cell Type Differentiation Using Network Clustering AlgorithmsPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2024-12-07 · 2 citations

• Author response for "Representing the Disciplinary Structure of Physics: A Comparative Evaluation of Graph and Text Embedding Methods"

  2024-11-26

• Network community detection via neural embeddings

  Nature Communications · 2024-11-01 · 39 citations

• What we should learn from pandemic publishing

  Nature Human Behaviour · 2024-09-09 · 4 citations

• Parallel Algorithms for Median Consensus Clustering in Complex NetworksPreprint

  arXiv (Cornell University) · 2024-08-21