According to .EU registry policy, the following persons are eligible to register .EU domain names:

• A Union citizen, independently of their place of residence
• A natural person who is not a Union citizen and who is a resident of a Member State
• An undertaking that is established in the Union
• An organization that is established in the Union, without prejudice to the application of national law

You can find more information at the .EU registry site.