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Materials intelligence,
from first principles.
Phase transition detection and elastic regime classification using the Stability Sextet and the Mendoza number M — computed directly on the SPD(6) Riemannian manifold.
0.935
HSQ AUC
31 materials
91%
Ductile/brittle
18-material benchmark
~7K
BaTiO₃ Tᶜ error
real Cᵢⱼ(T) data
11,203
Materials Project
entries classified
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