A WGAN-VAE pipeline generates vanadium oxide candidates, reporting 20% stable structures and two V2O3 phases below the Materials Project convex hull, though reference-frame and convergence issues weaken the claim.
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Accelerated Discovery of Vanadium Oxide Compositions: A WGAN-VAE Framework for Materials Design
A WGAN-VAE pipeline generates vanadium oxide candidates, reporting 20% stable structures and two V2O3 phases below the Materials Project convex hull, though reference-frame and convergence issues weaken the claim.