Among atheists, skeptics, humanists, freethinkers, etc, the term "naturalism" , or more formally "metaphysical naturalism" or "philosophical naturalism", is quite a popular term. For example, physicist Sean Carroll wrote:
The Internet Infidels, which I think originally spawned this forum, or...