Tidal, Paper, and Rolling Mills by Erica Witt on Prezi. Tidal, Paper, and Rolling Mills What is a paper mill? A paper mill is a water-powered machine, it is used to make paper by using water currents, and other materials. Who created paper mills? John Spilman is credited with the invention of the papermill, although others helped.