I'm looking for good papers and books covering extreme stock price movements and mathematical theories of stock market crashs.
There is a large literature on extreme value theory (EVT) and a sizable subset that concerns its applications in Finance and economics.
I would suggest you start there to see if you find what you are looking for.
A good reference for 'pure' EVT is Resnick's Heavy Tail Phenomena.
Hope this helps.