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Strong convergence of the Euler scheme for singular kinetic SDEs driven by $\alpha$-stable processes

Probability 2025-11-18 v2 Numerical Analysis Numerical Analysis

Abstract

We study the strong approximation of the solutions to singular stochastic kinetic equations (also referred to as second-order SDEs) driven by α\alpha-stable processes, using an Euler-type scheme inspired by [11]. For these equations, the stability index α\alpha lies in the range (1,2)(1,2), and the drift term exhibits anisotropic β\beta-H\"older continuity with β>1α2\beta >1 - \frac{\alpha}{2}. We establish a convergence rate of (12+βα(1+α)12)(\frac{1}{2} + \frac{\beta}{\alpha(1+\alpha)} \wedge \frac{1}{2}), which aligns with the results in [4] concerning first-order SDEs.

Keywords

Cite

@article{arxiv.2412.05142,
  title  = {Strong convergence of the Euler scheme for singular kinetic SDEs driven by $\alpha$-stable processes},
  author = {Chengcheng Ling},
  journal= {arXiv preprint arXiv:2412.05142},
  year   = {2025}
}

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28 pages