Weug, 16, was selected from the final stage of the Girls on Track – Rising Stars initiative, a program run jointly by Ferrari and motorsport governing body the FIA.
The evaluation camp took place at Ferrari’s headquarters in Maranello, Italy, and saw Weug beat competition from 17-year-old Doriane Pin, 14-year-old Antonella Bassani and 15-year-old Julia Ayoub.
It means Weug, who started karting at the age of seven, earns a place in the Academy which seeks to prepare talented young drivers for a potential career in motorsport.
Four students have so far progressed from the Academy to Formula One, including current Ferrari driver Charles Leclerc.
“Winning the final stage of the FIA Girls on Track – Rising Stars program makes me realize that I was right to pursue my dream of becoming a racing driver.
“I will give my all to show the people who believed in me that I deserve to wear the Ferrari Driver Academy uniform and I can’t wait to come to Maranello to start preparing for my first season of single-seater racing.”
Weug will soon return to Maranello to undergo a training program which includes competing in the F4 Championships later this season.
“This is an important moment in Maya Weug’s career, and I extend my warmest congratulations to all four drivers who reached this final selection,” said FIA President Jean Todt.
“The FIA Girls on Track – Rising Stars program is key to our commitment to supporting gender diversity in our sport.”