Try using shiny's fixedPage() and fixedRow() functions.
Or if you know a bit about HTML and CSS you can learn more about the bootstrap grid system that shiny uses here then set your own custom css classes on shiny div() functions to force a certain width across all devices i.e. class = "col-xs-6"