YoVDO

Pattern Statistics and Model Comparison via Topological Data Analysis

Offered By: Applied Algebraic Topology Network via YouTube

Tags

Topological Data Analysis Courses Biological Systems Courses Agent-Based Models Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore topological data analysis (TDA) applications in pattern statistics and model comparison through this insightful lecture. Delve into stochastic agent-based models of zebrafish-skin patterns, learning how TDA quantifies emerging patterns, computes summary statistics, and facilitates model and parameter set comparisons. Discover the design of feature functions for pattern classification and tracking bifurcation and transition curves in parameter space. Gain valuable insights from collaborative research on data-driven approaches to tackle complex pattern analysis problems in biological systems.

Syllabus

Björn Sandstede (05/15/24): Pattern statistics and model comparison via topological data analysis


Taught by

Applied Algebraic Topology Network

Related Courses

Systems Science and Obesity
Johns Hopkins University via Coursera
Simulation and modeling of natural processes
University of Geneva via Coursera
Network Dynamics of Social Behavior
University of Pennsylvania via Coursera
Computer Simulations
University of California, Davis via Coursera
People, Networks and Neighbours: Understanding Social Dynamics
University of Groningen via FutureLearn