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Over the last week or so, I've been working on making some upgrades to the superconducting state classifier model. See the first attempt here:
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An animated look at Ba2Ca2Cu3Hg0.85Re0.15O8-MP-mp-22601-synth_doped with a Tc of 132 K showing how SHAP and feature values change on its way up to Tc.
Visualizing the change in a selection of latent features from 0 K to 40 K.
X axis is the starting value, Y axis is the ending value. Points on the y=x line indicate no change over the temperature range. Each subplot is a separate feature.
Visualizing Tc class predictions for Ag0.02Ge2Pd1.98Sr1-MP-mp-978986-synth_doped from the 3DSC(MP) dataset.