I'm not sure what exactly you mean by 'can't touch', but I believe it's closer to 'can't measure'. More context would be helpful, but I think that 'the abstract nature of beauty' means that beauty is subjective and open to interpretation — it's not something you can easily define or measure.

Involving the senses other than sight or touch.