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We find a similar idea that high-Tc materials form clusters and are generally a sweet spot within the range of a feature's values.
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The below animation shows a selection of important features to superconductivity and how they evolve as the materials are heated up to their critical temperature. Notice how for most features, there i
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Visualizing a selection of the most important latent features and how the relate to transition temperature.
Here we showcase a few key latent features and their relationships to each other, points colored by their Tc. We animate from 0 K to ~130 K.
Plot produced by taking the features generated by Orb (256 dim output) and visualizing different dimensionality reduction methods on them and coloring the point by Tc from the 3DSC database.