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In searching for physical meaning to the latent space, I've been looking closely at how these latent features change with temperature. We started by seeing how, even from ground state, we could alread
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Shows the distribution of feature importance values across different features
Visualizing predictions for a novel material in the Ba-Cu-F-Sr-O family, estimated to have at Tc of 113 K.
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.
X axis is the starting value, Y axis is the ending value. Points on the y=x line indicate no change over the temperature range. Each subplot is a separate feature.