Sorry, a brief glance at the OSC website would have corrected that misconception.
That said, I only assumed as much because I don't know of any OSC client software that uses anything other than IP networks to facilitate device to device communication. I googled for serial OSC software and found some nonetheless. Does your software support OSC over serial?
(disclaimer: I develop an OSC-based sequencer, https://ossia.io)