4.4 Article

A CONSISTENCY ESTIMATE FOR KAC'S MODEL OF ELASTIC COLLISIONS IN A DILUTE GAS

期刊

ANNALS OF APPLIED PROBABILITY
卷 26, 期 2, 页码 1029-1081

出版社

INST MATHEMATICAL STATISTICS
DOI: 10.1214/15-AAP1111

关键词

Kac process; law of large numbers; Wasserstein distance; Boltzmann equation

资金

  1. EPSRC Grant [EP/103372X/1]
  2. EPSRC [EP/I03372X/1] Funding Source: UKRI
  3. Engineering and Physical Sciences Research Council [EP/I03372X/1] Funding Source: researchfish

向作者/读者索取更多资源

An explicit estimate is derived for Kac's mean-field model of colliding hard spheres, which compares, in a Wasserstein distance, the empirical velocity distributions for two versions of the model based on different numbers of particles. For suitable initial data, with high probability, the two processes agree to within a tolerance of order N-1/d, where N is the smaller particle number and d is the dimension, provided that d >= 3. From this estimate we can deduce that the spatially homogeneous Boltzmann equation is well posed in a class of measure-valued processes and provides a good approximation to the Kac process when the number of particles is large. We also prove in an appendix a basic lemma on the total variation of time-integrals of time dependent signed measures.

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