Machine learning reveals how battery interphases enhance lithium-ion transport

Researchers at Lawrence Livermore National Laboratory examined the dynamic structure of thin interfacial layers that determine battery performance using machine learning-assisted simulations. The study offers new strategies for battery design by elucidating the pathways that facilitate ion transport in these layers containing lithium fluoride.