YoVDO

Homology of Graphs and Hypergraphs

Offered By: Applied Algebraic Topology Network via YouTube

Tags

Homologies Courses Graph Theory Courses Simplicial Complexes Courses Persistent Homology Courses Topological Data Analysis Courses Applied Algebraic Topology Courses

Course Description

Overview

Explore the topological structure of graphs and hypergraphs in this comprehensive lecture from the Applied Algebraic Topology Network. Delve into the combinatorial and topological aspects of these mathematical objects, examining graphs as one-dimensional simplicial complexes or metric spaces using shortest path distance. Investigate hypergraphs and their complex group-wise interactions, which lack a simple pairwise metric space representation. Survey recent findings on graph and hypergraph homology, including persistent homology of metric graphs and various notions of hypergraph homology. Gain insights from this talk, which was part of the "Topological Data Analysis - Theory and Applications" workshop supported by the Tutte Institute and Western University.

Syllabus

Emilie Purvine (5/2/21): Homology of Graphs and Hypergraphs


Taught by

Applied Algebraic Topology Network

Related Courses

Topological Data Analysis - New Perspectives on Machine Learning - by Jesse Johnson
Open Data Science via YouTube
Analyzing Point Processes Using Topological Data Analysis
Applied Algebraic Topology Network via YouTube
MD Simulations and Machine Learning to Quantify Interfacial Hydrophobicity
Applied Algebraic Topology Network via YouTube
Topological Data Analysis of Plant-Pollinator Resource Complexes - Melinda Kleczynski
Applied Algebraic Topology Network via YouTube
Hubert Wagner - Topological Data Analysis in Non-Euclidean Spaces
Applied Algebraic Topology Network via YouTube