Network reconstruction from dynamics

Can we do Network reconstruction by observing the dynamics happening on networks?

• Pikovsky2016reconstruction - Reconstruction of a neural network from a time series of firing rates
• Peixoto2019network - Network reconstruction and community detection from dynamics
• McCabe2020netrd - netrd: A library for network reconstruction and graph distances

Hoffmann2020community is on a similar vein. Can we discover large-scale structures without observing explicit edges?

Landry2024complex argues that Complex contagion dynamics is more helpful than Simple contagion in reconstruction.