I recall some articles a couple of years ago about some fairly promising battery advances, but they'd only advanced as far as the lab, at that point.
Here are a couple:
https://www.mobileread.com/forums/showthread.php?t=7677
https://www.mobileread.com/forums/showthread.php?t=10169