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### Software components
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# Execution
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Workflow execution is based on the workflow framework [pyiron](https://pyiron.org) developed by the initiative [Plattform Material Digital](https://www.materialdigital.de/)
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Workflow execution is based on the workflow framework [pyiron](https://pyiron.org) developed by the initiative [Plattform Material Digital](https://www.materialdigital.de/)
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Visualisation is based on [JupyterLab](https://jupyter.org) and [PyVista](https://pyvista.org) and [Matplotlib](https://matplotlib.org/) for 3D/2D data respectively.
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# Visualisation
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FEM simulation is achieved via [Calculix](https://www.calculix.de/). |
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Overall UI visualisation is based on [JupyterLab](https://jupyter.org) and its widget system [Jupyter Widgets](https://ipywidgets.readthedocs.io/en/latest/)
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Interaction with the used 3D mesh and display of simulation results is implemented via [PyVista](https://pyvista.org), while 2D data is plotted with [Matplotlib](https://matplotlib.org/).
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# Simulation
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The original version of the simulation used the proprietary solutions of [Abaqus](https://www.3ds.com/de/produkte-und-services/simulia/produkte/abaqus/) and the plugin [COMPRO](https://www.convergent.ca/products/compro-simulation-software).
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Due to the closed source nature of the initial workflow, the published workflow uses [Calculix](https://www.calculix.de/) as a drop in replacement of FEM simulation. |
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