Applications of Topological Data Analysis to Molecular Structure Classification
Applied Algebraic Topology Network via YouTube
Overview
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Explore how Topological Data Analysis (TDA) can be applied to classify molecular structures in this 14-minute conference talk. Learn to develop intuition for how persistence diagrams capture global molecular shape, connectivity, and aromatic ring systems through example-driven exploration of small molecules. Discover how topology serves as a practical framework for molecular classification and gaining chemical insights. Access comprehensive supporting materials including figures, data, and code to deepen your understanding of this intersection between mathematics and chemistry.
Syllabus
Ariana Mondiri: Applications of Topological Data Analysis to Molecular Structure Classification
Taught by
Applied Algebraic Topology Network