Thanks fruitflyer for posting a link to the article. To be clear, my question had to do with the usage of hydrogen combustion, not fuel cells.
The main problem seems to be that storing enough hydrogen in a practical manner in liquid form requires cooling, down to -253 deg Celcius, and just the cooling may consume up to 45% of the fuel itself.