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Characterization of stability of dynamic particle ensemble systems using topological data analysis

Characterization of stability of dynamic particle ensemble systems using topological data analysis

Holes are ubiquitous structures in phase space, and their time evolution could indicate an instability in the dynamics of the system. However, the properties of these holes are difficult to study directly due to their theoretical complexity and lack of computational tools. This study proposes the use of persistent homology …