No. You cannot directly petition for a niece or nephew. The spouse and children of your sibling will be able to derive an immigrant visa from the petition you already filed. You may wish to notify USCIS of the birth of the children. You can read more about family immigration at http://myattorneyusa.com/family-immigration.
Answered on May 25th, 2016 at 2:39 PM