halacha - Is the child of a convert, conceived after she converted, Jewish?

If a woman converted before she conceived any children are they considered Jewish? Even with a non-Jewish father? I understand that non-Jewish mothers with Jewish husbands do not have Jewish children because the Jewish line is maternal, but I am referring to a woman who converted to Judaism prior to getting pregnant, which would make her a Jew. Would that make her children Jewish also because their mom is now considered Jewish, or is it a different situation than natural Jewish mothers?