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Microstructure-Aware Bayesian Materials Design

cond-mat.mtrl-sci · 2025-02-06 · conditional · novelty 4.0

A microstructure-aware Bayesian optimization framework with active subspace dimension reduction finds optimal material configurations faster than latent-space-agnostic BO in synthetic and simulated thermoelectric cases.

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  • Microstructure-Aware Bayesian Materials Design cond-mat.mtrl-sci · 2025-02-06 · conditional · none · ref 8

    A microstructure-aware Bayesian optimization framework with active subspace dimension reduction finds optimal material configurations faster than latent-space-agnostic BO in synthetic and simulated thermoelectric cases.