SkillAgentSearch skills...

Eigenvalues

Numerical eigenvalue/eigenfunction software: PyQt GUI and FEniCS finite elements.

Install / Use

/learn @siudej/Eigenvalues
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

Eigenvalues

PyQt GUI for Laplace eigenvalue/eigenfunction computations using FEniCS as finite element backend.

Two and three dimensional domains can be generated, visualized, opened in new window and interactively rotated.

<img src="doc/eig1.png" width="400"/>

Solutions can also be visualized, opened in new windows, and interactively rotated. Level sets can be shown in 2D and 3D, in addition to boundary values in 3D and warp function plots for 2D.

<img src="doc/eig2.png" width="400"/>

Requirements

  • Working FEniCS installation is absolutely necessary.
  • On a Mac one can simply download Eigenvalues.app from osx/ subfolder and put it in /Applications. No need to put FEniCS in the .profile, as mentioned on FEniCS installation page.
  • Otherwise Python packages billiard, and PyQt4 (or 5) must be installed.

Features

  • GUI is independent from solving engine, so it is possible to run computations without PyQt.
  • Domain generation supports semi rigid parameters parsing. Most input fileds support valid python code, as well as lists of numbers separated by spaces.
  • Domains can be transformed using a large class of mesh transformations, including complex, conformal, and starlike maps.
  • Dirichlet, Neumann, Robin and Steklov boundary conditions are supported. As well as arbitrary mixtures of those, and interior Dirichlet conditions.
  • FEM engine supports conforming (orders 1-3) and nonconforming (order 1) elements. Targeting eigenvalues around a specified number is also possible.
  • Eigenvalues can be rescaled using the area, perimeter, and moment of inertia. Sums and other spectral functionals can also be computed.
  • Eigenfunctions can symmetrized with respect to any isometry of a square/cube, assuming a domain is appropriately symmetric.
View on GitHub
GitHub Stars11
CategoryDevelopment
Updated2y ago
Forks4

Languages

Python

Security Score

60/100

Audited on Dec 22, 2023

No findings