Quantitative approximation of stochastic kinetic equations: from discrete to continuum
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arXiv
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| Autores principales: | , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866914944361955328 |
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| author | Hao, Zimo Lê, Khoa Ling, Chengcheng |
| author_facet | Hao, Zimo Lê, Khoa Ling, Chengcheng |
| contents | We study the convergence of a generic tamed Euler-Maruyama (EM) scheme for the kinetic type stochastic differential equations (SDEs) (also known as second order SDEs) with singular coefficients in both weak and strong probabilistic senses. We show that when the drift exhibits a relatively low regularity compared to the state of the art, the singular system is well-defined both in the weak and strong probabilistic senses. Meanwhile, the corresponding tamed EM scheme is shown to converge at the rate of 1/2 in both the weak and the strong senses. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_05706 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Quantitative approximation of stochastic kinetic equations: from discrete to continuum Hao, Zimo Lê, Khoa Ling, Chengcheng Probability Numerical Analysis Analysis of PDEs Primary 60H35, 65C30, 60H10, Secondary 60H50, 60L90, 35K65, 35R05, 35B65 We study the convergence of a generic tamed Euler-Maruyama (EM) scheme for the kinetic type stochastic differential equations (SDEs) (also known as second order SDEs) with singular coefficients in both weak and strong probabilistic senses. We show that when the drift exhibits a relatively low regularity compared to the state of the art, the singular system is well-defined both in the weak and strong probabilistic senses. Meanwhile, the corresponding tamed EM scheme is shown to converge at the rate of 1/2 in both the weak and the strong senses. |
| title | Quantitative approximation of stochastic kinetic equations: from discrete to continuum |
| topic | Probability Numerical Analysis Analysis of PDEs Primary 60H35, 65C30, 60H10, Secondary 60H50, 60L90, 35K65, 35R05, 35B65 |
| url | https://arxiv.org/abs/2409.05706 |