Authors : Remenik, Daniel (Author of the conference)
CIRM (Publisher )
Abstract :
In these lectures I will present the recent construction of the KPZ fixed point, which is the scaling invariant Markov process conjectured to arise as the universal scaling limit of all models in the KPZ universality class, and which contains all the fluctuation behavior seen in the class.
In the first part of the minicourse I will describe this process and how it arises from a particular microscopic model, the totally asymmetric exclusion process (TASEP). Then I will present a Fredholm determinant formula for its distribution (at a fixed time) and show how all the main properties of the fixed point (including the Markov property, space and time regularity, symmetries and scaling invariance, and variational formulas) can be derived from the formula and the construction, and also how the formula reproduces known self-similar solutions such as the $Airy_1andAiry_2$ processes.
The second part of the course will be devoted to explaining how the KPZ fixed point can be computed starting from TASEP. The method is based on solving, for any initial condition, the biorthogonal ensemble representation for TASEP found by Sasamoto '05 and Borodin-Ferrari-Prähofer-Sasamoto '07. The resulting kernel involves transition probabilities of a random walk forced to hit a curve defined by the initial data, and in the KPZ 1:2:3 scaling limit the formula leads in a transparent way to a Fredholm determinant formula given in terms of analogous kernels based on Brownian motion.
Based on joint work with K. Matetski and J. Quastel.
MSC Codes :
82C22
- Interacting particle systems
82C23
- Exactly solvable dynamic models
82C31
- Stochastic methods in time-dependent statistical mechanics (Fokker-Planck, Langevin, etc.)
82C43
- Time-dependent percolation
82D60
- Polymers (statistical mechanics)
Additional resources :
http://www.cirm-math.fr/ProgWeebly/Renc1559/Remenik.pdf
Film maker : Hennenfent, Guillaume
Language : English
Available date : 16/03/17
Conference Date : 06/03/17
Subseries : Research School
arXiv category : Probability ; Mathematical Physics
Mathematical Area(s) : Mathematical Physics ; Probability & Statistics
Format : MP4 (.mp4) - HD
Video Time : 01:29:51
Targeted Audience : Researchers ; Graduate Students
Download : https://videos.cirm-math.fr/2017-03-08_Remenik_Part2.mp4
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Event Title : Jean-Morlet Chair - Doctoral school: Random structures in statistical mechanics and mathematical physics / Chaire Jean-Morlet - Ecole doctorale : Structures aléatoires en mécanique statistique et physique mathématique Event Organizers : Khanin, Konstantin ; Seppäläinen, Timo ; Shlosman, Senya Dates : 06/03/17 - 10/03/17
Event Year : 2017
Event URL : https://www.chairejeanmorlet.com/1559.html
DOI : 10.24350/CIRM.V.19139803
Cite this video as:
Remenik, Daniel (2017). The KPZ fixed point - Lecture 2. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.19139803
URI : http://dx.doi.org/10.24350/CIRM.V.19139803
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See Also
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[Multi angle]
The KPZ fixed point - Lecture 1
/ Author of the conference Remenik, Daniel.
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[Multi angle]
Variational formulas, Busemann functions, and fluctuation exponents for the corner growth model with exponential weights - Lecture 3
/ Author of the conference Seppäläinen, Timo.
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[Multi angle]
Variational formulas, Busemann functions, and fluctuation exponents for the corner growth model with exponential weights - Lecture 2
/ Author of the conference Seppäläinen, Timo.
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[Post-edited]
Variational formulas, Busemann functions, and fluctuation exponents for the corner growth model with exponential weights - Lecture 1
/ Author of the conference Seppäläinen, Timo.
Bibliography