Yes. There is no citizenship or residency requirement for LLC ownership.
The reporting is what changes. A foreign-owned single-member LLC files Form 5472 with a pro forma 1120 even with minimal activity, because capital contributions from the owner are themselves reportable transactions.
We handle this for founders running US companies.