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Measuring the effect of changing the spacing of a layer in the crystal and how it changes the latent space representation of that material.
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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
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Simulating the effect changing the spacing between the layers of a cuprate has on the latent vectors that represent that material.
Measuring the impact scaling the crystal lattice has on different select latent features.
Using the 256 dimensional latent space output from the Orb model, we visualize the 3DSC(MP) dataset using t-SNE and UMAP. The UMAP projection has been given the target for learning a manifold that keeps similar Tc materials close together.