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Gunnar Carlsson - Local to Global Principles in Persistent Homology

Offered By: Applied Algebraic Topology Network via YouTube

Tags

Persistent Homology Courses Computational Mathematics Courses Algebraic Topology Courses

Course Description

Overview

Explore a comprehensive lecture on persistent homology and its local to global principles presented by Gunnar Carlsson. Delve into advanced topics such as indirect computational masses, pushout metrics, and official complexes. Examine the concepts of persistent objects, filter collapse, and filter class. Investigate metric spaces, clonal evolution, and pushout diagrams. Study spectral sequences, modules over graded rings, and the Kenneth formula. Analyze persistent homology, barcodes, and the conjecture of maximal distance complex. Gain insights into the application of algebraic topology in data analysis and scientific research.

Syllabus

Introduction
Local to global principles
Indirect computational masses
Pushout metric
Official complexes
Persistent objects
Filter collapse
Filter class
Subconscious
Metric spaces
clonal evolution
not included
suffocation
pushout diagrams
metrics
spectral sequences
modules over graded rings
kenneth formula
persistent homology
barcodes vanish
conjecture
maximal distance
complex


Taught by

Applied Algebraic Topology Network

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