The calculated distance (air line) between Gerolstein and Wuppertal is approximately 75 miles respectively 120 kilometers.
By car or train, the actual journey to Wuppertal is certainly longer, as only the direct route (as the crow flies) between Gerolstein and Wuppertal has been calculated here.
Air line (approximately)
120 kilometers
65 nautical miles