Visualisation

Visualisation

UPXO provides a rich set of visualisation tools for 2D and 3D grain structures, grain boundaries, meshes, and statistical distributions.

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2D Visualisation

Grain maps, boundary overlays, orientation maps, and property heatmaps using matplotlib.

Key modules: viz/gsviz.py, viz/gbviz.py, viz/dataviz.py

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3D Visualisation

Interactive 3D rendering of grain structures and meshes using pyvista (with Jupyter support via pyvista[jupyter]).

Key module: viz/meshviz.py, viz/gsviz.py

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Statistical Distribution Plots

Grain size distributions, shape factor histograms, property correlations using matplotlib and seaborn.

Key module: viz/vizDistr.py, statops/distr_01.py

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EBSD Visualisation

Visualisation of EBSD-derived orientation maps and pole figures (requires pip install upxo[ebsd]).

Key module: viz/ebsdviz.py

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Artwork & Plot Styling

Key module: viz/artwork_definitions.py

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Coming Soon

• Animated grain growth visualisation (Plotly — pip install upxo[viz])
• Temporal correlation heatmaps