So far hydrogen is stored as a compressed gas or liquified.  There is a lot of research around storing hydrogen in metal hydrides.  The breakthrough described in the 5 July 2020 article in the Sydney Morning Herald from labs in Australia at University of New South Wales UNSW looks particularly promising and nearer term than many.

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