Take everything you know about the Academia aesthetic but blend it with Fairycore. Yep, it's a thing! You could even include the study of Fae in this vibe.

Taking the classic or pastel or green academia looks and adding in whimsical details are key to pulling this off. Goblin Academia comes close to this aesthetic, too!