>look at how we can describe and analyze
> systems in order to recognize and predict when they'll become
> chaotic...."

One way of looking at trying to predict phase shifts is with
autocorrelation.

I think perhaps the systems are always chaotic but the tipping point
is known as bifurcation.

http://www.pnas.org/content/105/38/14308.full


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