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20132026
most citedTopological data analysis of contagion maps for examining spreading processes on networks

155 citations · 446 across the 15 of their papers we have counts for

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math.DS2025

Data-driven Identification of Attractors Using Machine Learning

Marcio Gameiro, Brittany Gelb, William Kalies +3

In this paper we explore challenges in developing a topological framework in which machine learning can be used to robustly characterize global dynamics. Specifically, we focus on…