Assessment of Python tensor contraction packages in the context of finite element evaluations
| dc.contributor.author | Cimrman, Robert | |
| dc.date.accessioned | 2022-10-03T10:00:14Z | |
| dc.date.available | 2022-10-03T10:00:14Z | |
| dc.date.issued | 2021 | |
| dc.description.abstract-translated | 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. | en |
| dc.format | 3 s. | cs |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | CIMRMAN, R. Assessment of Python tensor contraction packages in the context of finite element evaluations. In Computational Mechanics 2021. Plzeň: Department of Mechanics, Faculty of Applied Sciences, University of West Bohemia, 2021. s. 37-39. ISBN: 978-80-261-1059-0 | cs |
| dc.identifier.isbn | 978-80-261-1059-0 | |
| dc.identifier.obd | 43936098 | |
| dc.identifier.uri | http://hdl.handle.net/11025/49660 | |
| dc.language.iso | en | en |
| dc.project.ID | EF17_048/0007280/Aplikace moderních technologií v medicíně a průmyslu | cs |
| dc.publisher | Department of Mechanics, Faculty of Applied Sciences, University of West Bohemia | en |
| dc.relation.ispartofseries | Computational Mechanics 2021 | en |
| dc.rights | © University of West Bohemia | en |
| dc.rights.access | openAccess | en |
| dc.subject.translated | Finite element method | en |
| dc.subject.translated | Tensor contractions | en |
| dc.subject.translated | Weak form transpiler | en |
| dc.subject.translated | Numerical performance study | en |
| dc.title | Assessment of Python tensor contraction packages in the context of finite element evaluations | en |
| dc.type | konferenční příspěvek | cs |
| dc.type | ConferenceObject | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |