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Machine-learning guided search for phonon-mediated superconductivity in boron and carbon compounds

Abstract We present a workflow that iteratively combines ab-initio calculations with a machine-learning (ML) guided search for superconducting compounds with both dynamical stability and instability from imaginary phonon modes, the latter of which have been largely overlooked in previous studies. El...

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Autors principals: Niraj K. Nepal, Lin-Lin Wang
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2026-03-01
Col·lecció:npj Computational Materials
Accés en línia:https://doi.org/10.1038/s41524-026-01962-w
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