Distributed Discrete Morse Sandwich: Efficient Computation of Persistence Diagrams for Massive Scalar Data

The persistence diagram, which describes the topological features of a dataset, is a key descriptor in Topological Data Analysis. The "Discrete Morse Sandwich" (DMS) method has been reported to be the most efficient algorithm for computing persistence diagrams of 3D scalar fields on a sing...

Full description

Saved in:

Bibliographic Details
Published in:	IEEE transactions on parallel and distributed systems Vol. 37; no. 1; pp. 137 - 154
Main Authors:	Le Guillou, Eve, Fortin, Pierre, Tierny, Julien
Format:	Journal Article
Language:	English
Published:	IEEE 01.01.2026 Institute of Electrical and Electronics Engineers
Subjects:	Computational efficiency Computer Science Data structures Distributed algorithms Distributed databases distributed-memory algorithms Faces Filtration Hands high-performance computing Parallel processing persistent homology Three-dimensional displays Topological data analysis Topology distributed-memory algorithms Topological data analysis high-performance computing persistent homology
ISSN:	1045-9219, 1558-2183
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!