Big data approaches to knot theory: Understanding the structure of the Jones polynomial

DOI10.1142/S021821652250095XMaRDI QIDQ5057321

Radmila Sazdanovic, Mustafa Hajij, Jesse Levitt

Publication date: 16 December 2022

Published in: Journal of Knot Theory and Its Ramifications (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1912.10086

zbMATH Keywords

signaturedata analysisJones polynomialknot invariantsPCAtopological data analysisknot polynomialsfiltered PCA

Mathematics Subject Classification ID

Statistical aspects of big data and data science (62R07) Knot polynomials (57K14) Knot theory (57K10) Topological data analysis (62R40)

Uses Software

• Mathematica
• Scikit
• ElemStatLearn
• Knot Atlas
• KnotInfo
• Inkscape

Cites Work

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