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As far as I understood Quantum Computing is super fast but (this is basically my question) not suited to all kinds of engineering questions. As far as I know it should work best with big data, optimization (probably only with concave functions?) but not for generally crunch PDEs? Is that correct?

Additional question: Do you expect to have statistics calculated by it (Bayesian/Frequentist) and if which would be the advantage in calculation time?