[1] In 2021 Lovinfosse moved to formula racing, where she competed for the Drivex School team in the F4 Spanish Championship.

[3] From 31 January to 4 February 2022, Lovinfosse competed in a W Series test in Arizona, United States along with 14 other prospective drivers.

She was originally supposed to drive for GRS Racing, but shortly before the start of the season she switched to Teo Martín Motorsport.

[5][6] She was again unable to score: two nineteenth places at the Circuito Permanente de Jerez and the Circuit Ricardo Tormo Valencia were her best results.

[7] Lovinfosse switched to F1 Academy in 2023, a new series for women organized by Formula One, where she drove for Campos Racing.