In Aether, you can. But in Aether II, you currently can't. It is not known if this is due to a bug on the Altar or because this feature will be added on it later. I would suggest storing your used items on a special chest and keeping 'em until this feature is added or fixed, so you can just repair the items later. That way, you won't lose the materials.