Cut the scallops in half horizontally to create 24 medallions. Heat a wok over high heat for 1 minute. Add the peanut oil and heat to 350°F on a deep-frying thermometer.
While the oil is heating, pat the scallops dry with paper towels. Spread the flour on a sheet of waxed paper and toss the scallops with the flour, coating evenly.</