Absolutely. Steaming is safe for even the most delicate of fine silks. Set your steamer to the lowest setting. Do not touch the steamer head to the fabric, but instead hold it several inches away to start. The lighter the fabric, the more easily the wrinkles should disappear. If they’re not disappearing, move the steamer head closer to the garment, but don’t touch the garment.