PET-UAFD ensemble of ML potentials, calibrated on experimental cohesive energies and moduli, matches experimental accuracy on liquid properties and supplies uncertainty estimates via the PET-EXP protocol.
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Exciton condensation stabilizes sliding ferroelectricity in WTe2 bilayer through band renormalizations induced by electron-hole interactions.
citing papers explorer
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Errors that matter: Uncertainty-aware universal machine-learning potentials calibrated on experiments
PET-UAFD ensemble of ML potentials, calibrated on experimental cohesive energies and moduli, matches experimental accuracy on liquid properties and supplies uncertainty estimates via the PET-EXP protocol.
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Stabilization of sliding ferroelectricity through exciton condensation
Exciton condensation stabilizes sliding ferroelectricity in WTe2 bilayer through band renormalizations induced by electron-hole interactions.