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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.

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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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Superconductor latent feature changes violin plot

Visualizing the change in a selection of latent features from 0 K to 40 K.

Animated scatter plots showing latent feature evolutions during heating

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.

Isotropic scaling vs. latent space response

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

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.