577 citations · 1.5k across the 23 of their papers we have counts for
4 papers · 1 filter
Manifold Learning for Organizing Unstructured Sets of Process Observations
Felix Dietrich, Mahdi Kooshkbaghi, Erik M. Bollt +1
Data mining is routinely used to organize ensembles of short temporal observations so as to reconstruct useful, low-dimensional realizations of an underlying dynamical system. In t…
Open or Closed? Information Flow Decided by Transfer Operators and Forecastability Quality Metric
Erik M. Bollt
A basic systems question concerns the concept of closure, meaning autonomomy (closed) in the sense of describing the (sub)system as fully consistent within itself. Alternatively, t…
An information-theoretic, all-scales approach to comparing networks
James P. Bagrow, Erik M. Bollt
As network research becomes more sophisticated, it is more common than ever for researchers to find themselves not studying a single network but needing to analyze sets of networks…
Anatomy of Leadership in Collective Behaviour
Joshua Garland, Andrew M. Berdahl, Jie Sun +1
Understanding the mechanics behind the coordinated movement of mobile animal groups (collective motion) provides key insights into their biology and ecology, while also yielding al…