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Persistent Homology and its Extensions

Geometry/Topology

Speaker: Dmitriy Morozov, Lawrence Labs
Location: 1147 MSB
Start time: Thu, Oct 13 2016, 2:00PM

Description

In the last 15 years, persistent homology emerged as a particularly active topic within the young field of computational topology. Persistence tracks the evolution of homology classes and quantifies their longevity. By encoding physical phenomena as real-valued functions, one can use persistence to identify their significant features. This talk will introduce persistence, discussing the settings in which it is effective as well as the methods it employs. It will also describe two extensions to persistent homology, zigzag persistent homology and well groups, and how all three relate to each other, through a Mayer--Vietoris pyramid, when the input data is a real-valued function.