Lithium-ion batteries are recognized for their high energy density in everything from mobile phones to laptop computers and electric vehicles, but as the need for grid-scale energy storage and other ...

Li-ion batteries (LIBs) have enabled transformative advances in many technologies. From high-energy portable electronics to the electrification of the transportation system, their role in the modern ...

Deep learning (DL) has indeed emerged as a powerful tool for rapidly and accurately predicting materials properties from big data, such as the design of current commercial Li-ion batteries. However, ...