Probability Seminar: Stefan Adams

  • Date: 03/12/2014
  • Time: 15:00
Lecturer(s):
Stefan Adams, University of Warwick
Location: 

University of British Columbia

Topic: 

Large deviations and gradient flow

Description: 

We outline recent work uncovering intriguing connections between Otto's characterisation of diffusion as entropic gradient  flow on one hand and large-deviation principles describing the microscopic picture (Brownian motion) on the other. Specifically, we connect macroscopic gradient flows with large deviation principles, and point out the potential of a bigger picture emerging: we indicate that in some non-equilibrium situations, entropies and thermodynamic free energies can be derived via large deviation principles. The approach advocated in the talk  is different from the established hydrodynamic limit passage but extends a link that is well known in the equilibrium situation.

Other Information: 

Location: ESB 2012