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Isotropic scaling vs. latent space response

Measuring the impact scaling the crystal lattice has on different select latent features.

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Crystal structure perturbation analysis on latent space
In this next experiment, I'm going to try to build more of an intuition and physical understanding of some of our most important latent features, as they relate to importance of predicting the superc
in•16d•updated 15d ago
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Orb latent space features dim-reduced and colored with Tc

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.

Feature vs. feature scatter plots with Tc

Visualizing a selection of the most important latent features and how the relate to transition temperature.

Lattice scaling of the c-axis vs. latent space response

Simulating the effect changing the spacing between the layers of a cuprate has on the latent vectors that represent that material.

Layer spacing vs. latent space response

Measuring the effect of changing the spacing of a layer in the crystal and how it changes the latent space representation of that material.