In 1866 Deidesheimer designed and supervised the construction of the Hope Mill and smelter for the St. Louis and Montana Mining Company, to process silver ore from nearby mines in Granite County, Montana. The town that formed around the Hope Mill was named Philipsburg, in honor of Philip Deidesheimer.