Yes. If, at the end of your tax year, you are married and one spouse is a U.S. citizen or a U.S. resident(includes resident aliens) and the other is not, you can choose to treat the nonresident spouse as a U.S. resident for tax purposes.
For more information click on the link below.
Non-resident spouse
