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The search for superionic solid-state electrolytes using a physics-informed generative model

Version 2 2025-07-02, 04:24
Version 1 2025-06-27, 05:09
journal contribution
posted on 2025-07-02, 04:24 authored by Tri NguyenTri Nguyen, Sherif AbbasSherif Abbas, Truyen TranTruyen Tran, Sunil GuptaSunil Gupta, Santu RanaSantu Rana, Svetha VenkateshSvetha Venkatesh
SHAFT-Density generates novel superionic solid-state electrolyte candidates by integrating crystallographic symmetry and a density-guided strategy. SHAFT-Density identified promising new Li-based materials and showed potential for material discovery.

History

Journal

Materials Horizons

Pagination

1-11

Location

Cambridge, Eng.

ISSN

2051-6347

eISSN

2051-6355

Language

eng

Publication classification

C1 Refereed article in a scholarly journal

Publisher

Royal Society of Chemistry

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