Elixabete Ayerbe

1 Introduction The search for rechargeable batteries with higher energy density has led to a renaissance of interest in lithium (Li) metal anodes. However, potential safety issues due to Li dendrites growth and low Coulombic efficiency during multiple cycling are delaying the practical implementation of lithium metal batteries (LMB).

[Submitted on 7 Jul 2023] Title:Toward High-Performance Energy and Power Battery Cells with Machine Learning-based Optimization of Electrode Manufacturing Download a PDF of the paper titled Toward High-Performance Energy and Power Battery Cells with Machine Learning-based Optimization of Electrode Manufacturing, by Marc Duquesnoy and 4 other authors Download PDF Abstract: The optimization of the electrode manufacturing process is important for upscaling the application of Lithium Ion...

Abstract The development of new batteries has historically been achieved through discovery and development cycles based on the intuition of the researcher, followed by experimental trial and error—often helped along by serendipitous breakthroughs. Meanwhile, it is evident that new strategies are needed to master the ever-growing complexity in the development of battery systems, and to fast-track the transfer of findings from the laboratory into commercially viable products.