Emergence of condensation in stochastic systems |
Aims: A complex system undergoes condensation if a positive fraction of an observed quantity concentrates in a single state, asymptotically as time (or some other model parameter) goes to infinity. Condensation is a characteristic feature of many complex systems including wealth condensation in macroeconomic systems, gelation of molecules, the physical phenomenon of Bose-Einstein condensation, and the formation of traffic jams. In this project we investigate how condensation can build up, or emerge, in complex systems. This will be done by investigating relatively simple mathematical toy models. In these models we zoom into a small neighbourhood of the condensation state at a finite time and rescale the distribution of the observable around this site. If the scaled distribution converges as time goes to infinity and scale goes to zero we call the limit a condensing wave. In other words, the condensing wave describes the shape of the distribution of the observable before it collapses to form the condensate. A recent pilot study by the investigator and his collaborators has shown that for several models from very different contexts the shape of the condensing wave is universal, i.e., it does not depend on the specific model details. In all the examples the shape was that of a well-known probability distribution, the gamma distribution. The pressing questions resulting from these observations are:
The project will address these questions for a variety of models of different complexity.
Principal investigator:
Peter Mörters
Postdoctoral Researcher:
Cécile Mailler
Collaborators:
Workshop:
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