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Large deviations and their applications in physics 1

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SPL - New statistical physics in living matter: non equilibrium states under adaptive control

 

I will give in this mini-course an introduction to large deviation theory and its applications in statistical physics. I will start in lecture 1 with the basics of the theory as applied to sums of random variables and will then use lectures 2 and 3 to cover applications related to Markov processes and nonequilibrium systems. The applications to cover will depend on the audience and, time permitting, I might present some numerical techniques for simulating large deviations and rare events in general.

This talk is part of the Isaac Newton Institute Seminar Series series.

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