Here we have an HTML file generated from Python and Plotly that displays ~5,000 magnetic materials in 3 dimensions. To generate this visual, I took each material and "embedded" it by running it throug
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About 250mb when unzipped. Columns are mp-id and Orb v2 features of the material at ground state. Generated with https://github.com/ourofoundation/materials/blob/main/experiments/magnetism/dim-red/features_dataset.py
Using the 256 dimensional latent space output from the Orb model, we visualize the 3DSC(MP) dataset using UMAP with direction from Tc labels. Hover a point to see Tc, formula, and Material Project identifier.