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Stochastic Differential Equations with Low Regularity Growing Drifts and Applications

Jinlong Wei, Junhao Hu, Chenggui Yuan Orcid Logo

SIAM Journal on Mathematical Analysis, Volume: 57, Issue: 5, Pages: 4867 - 4907

Swansea University Author: Chenggui Yuan Orcid Logo

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DOI (Published version): 10.1137/24m1636939

Abstract

The unique strong solvability as well as the gradient estimates for stochastic differential equations with irregular growing drifts in low regularity Lebesgue--H\"{o}lder spaces $L^q(0,T;{\mathcal C}^\alpha({\mathbb R}^d))$ with $\alpha\in(0,1)$ and $q\in (2/(1+\alpha),2$) is proved, by means o...

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Published in: SIAM Journal on Mathematical Analysis
ISSN: 0036-1410 1095-7154
Published: Society for Industrial & Applied Mathematics (SIAM) 2025
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URI: https://cronfa.swan.ac.uk/Record/cronfa70247
Abstract: The unique strong solvability as well as the gradient estimates for stochastic differential equations with irregular growing drifts in low regularity Lebesgue--H\"{o}lder spaces $L^q(0,T;{\mathcal C}^\alpha({\mathbb R}^d))$ with $\alpha\in(0,1)$ and $q\in (2/(1+\alpha),2$) is proved, by means of the It\^{o}--Tanaka trick. As applications, we establish an $L^2$-transportation cost inequality for these stochastic differential equations first, and then establish the unique strong solvability for a class of stochastic transport equations.
Keywords: Low regularity growing drift, Unique strong solvability, Itˆo–Tanaka trick, Kolmogorov equation, L2-transportation cost inequality
College: Faculty of Science and Engineering
Issue: 5
Start Page: 4867
End Page: 4907