Monster Academy

"Weren't you affected?"

A chemical substance was accidentally released in the air by a group of Korean scientists , it spread like wildfire affecting every person between the age of 16-30 turning them into supernatural beings

The government made several new schools for them to attend amongst them being 'monster academy'

Yes . They were considered monsters and were cast to the side by society