Hi there, and welcome to the forum.
Yes in the UK we started doing this over 150 years ago. Some of the first routes into London from the South East were built on brick arches.
See the Wiki page on the London & Greenwich Railway...
http://en.wikipedia.org/wiki/London_...ailway_Viaduct
It is of course very expensive.