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Latent Genetic Algorithm for Crystal Structure Prediction

physics.comp-ph · 2026-06-28 · unverdicted · novelty 7.0

LGA employs latent-space interpolation from universal interatomic potentials for crossover in crystal structure prediction, raising HfO2 ground-state recovery to 60-95% and identifying unreported periodic structures in perovskite superlattices.

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  • Latent Genetic Algorithm for Crystal Structure Prediction physics.comp-ph · 2026-06-28 · unverdicted · none · ref 55

    LGA employs latent-space interpolation from universal interatomic potentials for crossover in crystal structure prediction, raising HfO2 ground-state recovery to 60-95% and identifying unreported periodic structures in perovskite superlattices.