Topological data analysis: Concepts, computation, and applications in chemical engineering

A primary hypothesis that drives scientific and engineering studies is that data has structure. The dominant paradigms for describing such structure are statistics (e.g., moments, correlation functions) and signal processing (e.g., convolutional neural nets, Fourier series). Topological Data Analysi...

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Bibliographic Details

Published in:	Computers & chemical engineering Vol. 146; p. 107202
Main Authors:	Smith, Alexander D., Dłotko, Paweł, Zavala, Victor M.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.03.2021
Subjects:	Data Engineering Geometry Space Time Topology Space Geometry Engineering Data Time Topology
ISSN:	0098-1354, 1873-4375
Online Access:	Get full text
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