https://github.com/artpelling/pymor-bempp

Model reduction for sphere scattering

https://github.com/artpelling/pymor-bempp

Science Score: 13.0%

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    Low similarity (5.7%) to scientific vocabulary
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Repository

Model reduction for sphere scattering

Basic Info
  • Host: GitHub
  • Owner: artpelling
  • License: bsd-2-clause
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 1.2 MB
Statistics
  • Stars: 1
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created almost 2 years ago · Last pushed almost 2 years ago
Metadata Files
Readme License

README.md

pymor-bempp

A simple demo showcasing the potential of model order reduction for BEM scattering problems combining pyMOR and bempp-cl for the sphere scattering tutorial.

Method

We follow a simple POD approach to reduced basis generation, see pyMOR Tutorial: Projecting a Model.

Usage

Install the requirements listed in requirements.txt and run either

shell python sphere.py

to construct a reduced order model according to the parameters at the top of the script and produce something like

Plot1

or run

shell python visualize.py

to compare the solutions of the full and reduced order models and visualize them as

Plot2

Owner

  • Name: Art Pelling
  • Login: artpelling
  • Kind: user
  • Location: Berlin, Germany
  • Company: TU Berlin

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Dependencies

requirements.txt pypi
  • Bempp-cl ==0.3.1
  • Pygments ==2.18.0
  • QtPy ==2.4.1
  • click ==8.1.7
  • contourpy ==1.3.0
  • cycler ==0.12.1
  • diskcache ==5.6.3
  • fonttools ==4.53.1
  • kiwisolver ==1.4.5
  • llvmlite ==0.43.0
  • markdown-it-py ==3.0.0
  • matplotlib ==3.9.2
  • mdurl ==0.1.2
  • meshio ==5.3.5
  • numba ==0.60.0
  • numpy ==1.26.4
  • packaging ==24.1
  • pillow ==10.4.0
  • pymor ==2024.1.2
  • pyparsing ==3.1.4
  • python-dateutil ==2.9.0.post0
  • rich ==13.8.0
  • scipy ==1.14.1
  • shellingham ==1.5.4
  • six ==1.16.0
  • typer ==0.12.5
  • typing_extensions ==4.12.2