articleOpen MINDJan 1, 2024GREEN OA

High-throughput computational screening for solid-state Li-ion conductors

Charles Humbert 8 · École Polytechnique Fédérale de Lausanne

Abstract

We present a computational screening of experimental structural repositories for fast Li-ion conductors, with the goal of finding new candidate materials for application as solid-state electrolytes in next-generation batteries. We start from ~1400 unique Li-containing materials, of which ~900 are insulators at the level of density-functional theory. For those, we calculate the diffusion coefficient in a highly automated fashion, using extensive molecular dynamics simulations on a potential energy surface (the recently published pinball model) fitted on first-principles forces. The ~130 most promising candidates are studied with full first-principles molecular dynamics, first at high temperature and then more…

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Topics & keywords

Keywords
  • Electrical conductor
  • Solid-state
  • Electrolyte
  • Fast ion conductor
  • Throughput
  • Ion
  • Materials science
  • State (computer science)
UN Sustainable Development Goals
  • Affordable and clean energy
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