That wouldn't be smart, because then they'd still have a physical presence in the district. The sooner they can lock the door and terminate the lease, the sooner they get the benefit of not being located there.
I'm suggesting taping the note to the inside of the door on your way out. I don't think that counts as presence. The locals aren't likely to know why it closed. Seems reasonable to me that they know.