Slice potatoes about ¼ inch thick; cover with cold water and cook until tender but not quite done; drain. Transfer potatoes to casserole dish. Combine sugar and flour; add 2 cups cold water. Pour mixture over potatoes; dot with butter or margarine. Cook at 375°F for 30 minutes or until liquid is thick.