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Predicting Novel Stable Materials for Experimental Synthesis

cond-mat.mtrl-sci · 2026-07-02 · conditional · novelty 4.0

A hierarchical screening protocol using PBE phase diagrams, ML interatomic potentials, and SCAN refinement reduces 894 computationally stable materials to 25 high-confidence experimental synthesis targets.

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  • Predicting Novel Stable Materials for Experimental Synthesis cond-mat.mtrl-sci · 2026-07-02 · conditional · none · ref 47

    A hierarchical screening protocol using PBE phase diagrams, ML interatomic potentials, and SCAN refinement reduces 894 computationally stable materials to 25 high-confidence experimental synthesis targets.