Assessment of Python tensor contraction packages in the context of finite element evaluations
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23640%2F21%3A43965099" target="_blank" >RIV/49777513:23640/21:43965099 - isvavai.cz</a>
Result on the web
<a href="https://www.kme.zcu.cz/compmech/index.php" target="_blank" >https://www.kme.zcu.cz/compmech/index.php</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Assessment of Python tensor contraction packages in the context of finite element evaluations
Original language description
In finite element calculations, the integral forms are usually evaluated using nested loops over elements, and over quadrature points. Many such forms (e.g. all linear or multi-linear) can be written using a single tensor contraction expression using the Einstein summation convention. In this contribution we asses a number of Python scientific computing packages, that implement, optimize and in some cases parallelize the general tensor contractions, in terms of the calculation speed and memory requirements, in comparison with the C implementation available in the finite element package SfePy.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/EF17_048%2F0007280" target="_blank" >EF17_048/0007280: Application of Modern Technologies in Medicine and Industry</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Computational Mechanics 2021
ISBN
978-80-261-1059-0
ISSN
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e-ISSN
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Number of pages
3
Pages from-to
37-39
Publisher name
Department of Mechanics, Faculty of Applied Sciences, University of West Bohemia
Place of publication
Plzeň
Event location
Srní
Event date
Nov 8, 2021
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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