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Developing a complete AI-accelerated workflow for superconductor discovery

Abstract The quest to identify new superconducting materials with enhanced properties is hindered by the prohibitive cost of computing electron-phonon spectral functions, severely limiting the materials space that can be explored. Here, we introduce a Bootstrapped Ensemble of Equivariant Graph Neura...

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Bibliografski detalji
Glavni autori: Jason B. Gibson, Ajinkya C. Hire, Pawan Prakash, Philip M. Dee, Benjamin Geisler, Jung Soo Kim, Zhongwei Li, James J. Hamlin, Gregory R. Stewart, P. J. Hirschfeld, Richard G. Hennig
Format: Artigo
Jezik:Inglês
Izdano: Nature Portfolio 2026-01-01
Serija:npj Computational Materials
Online pristup:https://doi.org/10.1038/s41524-026-01964-8
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