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CrystalJev: calibrated foundation-model probabilities decide what to compute next in materials discovery.

arXiv:2610.06985v2 Announce Type: replace-cross Abstract: Atomistic foundation models screen hypothetical crystals by thresholding predicted energies, an output that states neither how likely a candidate is to be stable nor whether more computation would chang

arXiv cs.AIResearch source·