I too experience same problem. I regularly get no service and during this time I can remove SIM Tray & SIM, put the phone in airplane mode and come back to cellular, phone searches network (without SIM). Apple help desk still wants me to check with Network provider for a phone which searches network even without SIM.
iPhone XR