Can I get back URL from a one page Javascript App?

Hello,

I used this site https://shapeshift.io/#/coins for something last night and I suspect they use some type of one page app to generate new pages with different urls. I am trying to access one of these pages I visited in my browser history, but it is not there. Would there be any way to retrieve this URL that I need if my browser used it? Thanks in advance.