Topological feature vectors (crockers) outperform hand-designed order parameters for classifying dynamics and recovering parameters in simulations of the D'Orsogna collective-motion model.
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Analyzing Collective Motion with Machine Learning and Topology
Topological feature vectors (crockers) outperform hand-designed order parameters for classifying dynamics and recovering parameters in simulations of the D'Orsogna collective-motion model.