scikit-fem: A Python package for finite element assembly
Loading...
Journal Title
Journal ISSN
Volume Title
A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
This publication is imported from Aalto University research portal.
View publication in the Research portal
View/Open full text file from the Research portal
View publication in the Research portal
View/Open full text file from the Research portal
Author
Date
2020-08-21
Major/Subject
Mcode
Degree programme
Language
en
Pages
Series
JOURNAL OF OPEN SOURCE SOFTWARE
Abstract
Partial differential equations (PDEs)—such as the Navier–Stokes equations in fluid mechanics, the Maxwell equations in electromagnetism, and the Schrödinger equation in quantum mechanics—are the basic building blocks of modern physics and engineering. The finite element method (FEM) is a flexible computational technique for the discretization and solution of PDEs, especially in the case of complex spatial domains.Conceptually, the FEM transforms a time-independent (or temporally discretized) PDE into a system of linear equations Ax = b. scikit-fem is a lightweight Python library for the creation, or assembly, of the finite element matrix A and vector b. The user loads a computational mesh, picks suitable basis functions, and provides the PDE’s weak formulation (Logg, Mardal, Wells, & others, 2012). This results in sparse matrices and vectors compatible withthe SciPy (Virtanen et al., 2020) ecosystem.Description
Keywords
Citation
Gustafsson , T & McBain , G 2020 , ' scikit-fem: A Python package for finite element assembly ' , JOURNAL OF OPEN SOURCE SOFTWARE . https://doi.org/10.21105/joss.02369
