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Workshop on Topology - Identifying Order in Complex Systems

Institute for Advanced Study via YouTube

Overview

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Explore advanced applications of topology in complex systems through this comprehensive workshop featuring leading researchers from the Institute for Advanced Study. Delve into cutting-edge topics including topological analysis of random projective hypersurfaces, dynamic signal processing using topological filters, and manifold fitting techniques for data analysis. Examine how persistent homology reveals insights into fluid flows and protein folding mechanisms, while discovering algebraic models for DNA recombination and topological approaches to gene regulatory network dynamics. Investigate polymer entanglement characterization, non-Euclidean geometry simulations through raytracing, and the physics underlying functional networks. Learn about distributed persistence theory, innovative matchmaking algorithms, and the surprising connections between knot theory and knitting patterns, gaining exposure to diverse mathematical tools for understanding order and structure in complex biological, physical, and computational systems.

Syllabus

Topologies of the zero sets of random real projective hyper-surfaces... - Peter Sarnak
Topological filters: a toolbox for processing dynamic signals - Michael Robinson
Fitting manifolds to data - Charlie Fefferman
Studying Fluid Flows with Persistent Homology - Rachel Levanger
Protein Folding Characterization via Persistent Homology - Marcio Gameiro
Parameters in indexed homology - Simon Cho
Algebraic and topological models for DNA recombination - Nataša Jonoska
How to describe, analyze and interrogate dynamics of gene regulatory networks - Tomas Gedeon
Topological methods for characterizing the relationship between polymer entang... - Eleni Panagiotou
Raytracing and raymarching simulations of non-euclidean geometries - Henry Segerman
Persistent matchmaking - Uli Bauer
Physics of functional networks - Henrik Ronellenfitsch
The missing link - Vidit Nanda
From geometry to topology: inverse theorems for distributed persistence - Paul Bendich
Twisted topological tangles or: the knot theory of knitting - Elisabetta Matsumoto

Taught by

Institute for Advanced Study

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