The calculated distance (air line) between An Nūbārīyah and Al Fayyum is approximately 105 miles respectively 168 kilometers.
By car or train, the actual journey to Al Fayyum is certainly longer, as only the direct route (as the crow flies) between An Nūbārīyah and Al Fayyum has been calculated here.
Air line (approximately)
168 kilometers
91 nautical miles