The only viable idea is lowering to 16.
Weighted votes sounds like a nice voting model idea but half the reason for democracy is thats how govs obtain legitmacy. Weighted votes are pretty illegitmate.
We cant fix the issue of young voters being ignored by changing the voting system unfortuntely