Who is the patron saint of women students?

There is no patron saint of female students. There are, however, a number of patron saints of students, several of them are female.
Albert the Great
Ambrose of Milan
Benedict
Cassian of Imola
Catherine of Alexandria
Gabriel of the Sorrowful Mother
Gemma Galgani
Gregory the Great
Holy Innocents
Isidore of Seville
Jerome
John Bosco
Joseph Calasanz
Joseph of Cupertino
Lawrence of Rome
Nicholas of Myra
Osanna Andreasi
Philomena
Symphorian of Autun
Tatiana of Rome
Thomas Aquinas
Ursula