Yes. You can display the shipping method on your invoice.
To enable this, go to Invoice Settings and find Display Shipping Method. Turn the toggle ON to show the shipping method on the generated invoice.
Once enabled, the shipping method will appear on the invoice based on the shipping method selected for the order.