Yes, you can get a stimulus for your children born in 2020. Here is a link to the TurboTax portal to enter direct deposit info for stimulus check.
Please review the new FAQs in the article, How will the third stimulus impact me?
Here is a TurboTax article about the American Rescue Plan.
@Gbixler
