This got me thinking about if they ever found chariots in the Red Sea. Appears they found wheels, if true.
Yes, they found them, along with pillars on both sides of the crossing to commemorate the event: anchorstone.com
This port is in the Mediterranean, not the Red Sea. And no, wheels have not been found. One of the crockumentary makers had a brass wheel made to take some footage of a chariot wheel on the bottom; there’s also some modern machinery from 19th- and 20- century wrecks and things. No chariots.