Haven't seen any official details yet so just speculating at this point, but the China travel ban applies to "any foreign national who was in China during the last 14 days" (except green card holders/diplomats). It'll likely be a similar definition with the EU.

Edit: https://www.dhs.gov/news/2020/03/11/homeland-security-acting... confirmed this (countries in Schengen area)