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Material coherence from trajectories via Burau eigenanalysis of braids.

Authors :
Yeung, Melissa
Cohen-Steiner, David
Desbrun, Mathieu
Source :
Chaos. Mar2020, Vol. 30 Issue 3, p1-11. 11p. 5 Diagrams, 3 Graphs.
Publication Year :
2020

Abstract

In this paper, we provide a numerical tool to study a material's coherence from a set of 2D Lagrangian trajectories sampling a dynamical system, i.e., from the motion of passive tracers. We show that eigenvectors of the Burau representation of a topological braid derived from the trajectories have levelsets corresponding to components of the Nielsen–Thurston decomposition of the dynamical system. One can thus detect and identify clusters of space–time trajectories corresponding to coherent regions of the dynamical system by solving an eigenvalue problem. Unlike previous methods, the scalable computational complexity of our braid-based approach allows the analysis of large amounts of trajectories. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10541500
Volume :
30
Issue :
3
Database :
Academic Search Index
Journal :
Chaos
Publication Type :
Academic Journal
Accession number :
142514195
Full Text :
https://doi.org/10.1063/1.5128269