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High-Tc superconductor uncertain state classification
Simulating the material heating up to 300 K, we watch as the probability of the superconducting state gradually and steadily decreases, which makes it hard to choose an exact Tc.
High-Tc superconductor state classification
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.
Uncertain superconducting state classification
Ag0.1In0.9Te1-MP-mp-2597-synth_doped was tested on our classification model, which failed to find Tc and drop probability after Tc.
Tc prediction with the new D3 corrected model
Spot on prediction for Ca1Cu2Nd0.16Pb0.5Sr1.84Tl0.5O7-MP-mp-1173221-synth_doped with an error of just 1.4 K at 103.4 K.