Topological Persistence in Geometry and Analysis
Leonid Polterovich, Daniel Rosen, Karina Samvelyan, Jun Zhang
Abstract
The theory of persistence modules is an emerging field of algebraic topology which originated in topological data analysis. In these notes we provide a concise introduction into this field and give an account on some of its interactions with geometry and analysis. In particular, we present applications of persistence to symplectic topology, including the geometry of symplectomorphism groups and embedding problems. Furthermore, we discuss topological function theory which provides a new insight on oscillation of functions. The material should be accessible to readers with a basic background in algebraic and differential topology.
Topics & Concepts
Topology (electrical circuits)Geometry and topologyTopological data analysisEmbeddingDifferential topologyAlgebraic topologyField (mathematics)Symplectic geometryComputational topologySymplectomorphismMathematicsGeometryPure mathematicsComputer scienceHomotopyAlgorithmArtificial intelligenceCombinatoricsRicci-flat manifoldScalar fieldScalar curvatureCurvatureMathematical physicsTopological and Geometric Data AnalysisHomotopy and Cohomology in Algebraic TopologyMathematical Dynamics and Fractals