Orb latent space Tc classifier train and eval dataset Tc histogram

Visualizing the counts of materials in the training and evaluation dataset by their Tc. First bin is non-superconductors, the rest are ranges of 20 K increments.

in•1mo

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Overtraining a neural network for Tc classification

We notice how much sharper the phase change is with this model, as well as the certainty of non-superconductivity above Tc.

in•30d

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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.

in•16d

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noise_step

noise_step

Similar files

Orb latent space Tc classifier train and eval dataset Tc histogram

Overtraining a neural network for Tc classification

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