On Counterfeit Island where is the supply room?

In the museum, it is at the end of a hallway that leaves the main gallery and passes the statue room and the security room.

To enter it, take the underground tour then apply for the job at the Museum. Once you pass the painting test, take the Forgery Training and you will get a key to the Supply Room.