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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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Looking at the model predictions for the 200 K above Tc to get to room temperature, we see consistent and stable predictions for the non-superconducting state.
We notice that near the true Tc, we are starting to predict non-superconductivity, but it's only two points below 50% and they aren't necessarily continuous because of how measured temperature is fluctuating.
Visualizing the change in a selection of latent features from 0 K to 40 K.
Screenshot of measured resistance of a YBCO sample, from https://www.depts.ttu.edu/phas/cees/Instruction/PHYS_5300-19/Activities/YBCO_superconducting.pdf