Enable smooth scrolling for my website in all browsers

I found two jQuery plugins that may do what you want.

Simplr-SmoothScroll // Source: SE Question

jQuery SmoothWheel

edit: Struck out SmoothWheel because of comments – it hasn’t been updated in ages, and SmoothScroll seems well maintained.