Remove "#" from the address

How I can remove # in the url bar?

Example:

Original link: http://nousavoy.com/
Click menu link: http://nousavoy.com/#res

I want to remove “#res” at direction bar but to continue running the link with effect scroll.

Thanks!

http://ww.wp.xz.cn/plugins/jquery-smooth-scroll/