But that's a gross mischaracterization of Austrian economics. It's nothing like the 'string theory' of economics and is indeed rather simple.
All the seminal works (especially "Economics in One Lesson") are very elementary. You need no prior exposure to economics.
They say you can identify an Austrian work by flipping through it, as it will undoubtedly contain no graphs or formulas.