Chambers Research in Computational Topology 3

Research in Computational Topology 3

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Beschreibung

This book assembles new research from the field of computational topology, a cutting-edge area emerging on the boundary between computer science and mathematics. Topics range over the breadth of the discipline, from surface reconstruction to persistent homology and its applications. Chapters are accessible to a broad range of researchers, both in the field of computational topology as well as in other related disciplines (e.g., statistics, computational biology, machine learning).

This book highlights research that was initiated at WinCompTop 2023, a workshop held in July 2023 at the EPFL, where 25 women in the field of computational topology gathered to work on research problems. Additional contributions were also solicited from the broader Women in Computational Topology network.


This book assembles new research from the field of computational topology, a cutting-edge area emerging on the boundary between computer science and mathematics. Topics range over the breadth of the discipline, from surface reconstruction to persistent homology and its applications. Chapters are accessible to a broad range of researchers, both in the field of computational topology as well as in other related disciplines (e.g., statistics, computational biology, machine learning).

This book highlights research that was initiated at WinCompTop 2023, a workshop held in July 2023 at the EPFL, where 25 women in the field of computational topology gathered to work on research problems. Additional contributions were also solicited from the broader Women in Computational Topology network.


Surveys exciting new directions in the field of computational topology Covers an array of applications of topological data analysis (TDA) Accessible to researchers in computational topology, statistics, machine learning, and other related disciplines

Autor*in

Erin Wolf Chambers

Themen in »Research in Computational Topology 3«

topological data analysis computational topology persistent homology network analysis WinCompTop workshop applied topology

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Details

ISBN: 9783032292957
Verlag: Springer International Publishing
Erscheinung: 31.08.2026

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