The hyperbolic Anderson model: moment estimates of the Malliavin derivatives and applications.

Raluca M Balan, David Nualart, Lluís Quer-Sardanyons, Guangqu Zheng
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引用次数: 13

Abstract

In this article, we study the hyperbolic Anderson model driven by a space-time colored Gaussian homogeneous noise with spatial dimension d = 1 , 2 . Under mild assumptions, we provide L p -estimates of the iterated Malliavin derivative of the solution in terms of the fundamental solution of the wave solution. To achieve this goal, we rely heavily on the Wiener chaos expansion of the solution. Our first application are quantitative central limit theorems for spatial averages of the solution to the hyperbolic Anderson model, where the rates of convergence are described by the total variation distance. These quantitative results have been elusive so far due to the temporal correlation of the noise blocking us from using the Itô calculus. A novel ingredient to overcome this difficulty is the second-order Gaussian Poincaré inequality coupled with the application of the aforementioned L p -estimates of the first two Malliavin derivatives. Besides, we provide the corresponding functional central limit theorems. As a second application, we establish the absolute continuity of the law for the hyperbolic Anderson model. The L p -estimates of Malliavin derivatives are crucial ingredients to verify a local version of Bouleau-Hirsch criterion for absolute continuity. Our approach substantially simplifies the arguments for the one-dimensional case, which has been studied in the recent work by [2].

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双曲安德森模型:马利文导数的矩估计及其应用。
本文研究了空间维数为d = 1,2的时空有色高斯齐次噪声驱动下的双曲型Anderson模型。在温和的假设下,我们根据波解的基本解给出了解的迭代Malliavin导数的L p估计。为了实现这一目标,我们在很大程度上依赖于维纳混沌展开的解决方案。我们的第一个应用是双曲安德森模型解的空间平均的定量中心极限定理,其中收敛速度由总变化距离描述。到目前为止,由于噪声的时间相关性阻碍了我们使用Itô演算,这些定量结果一直难以捉摸。克服这一困难的一种新方法是二阶高斯庞加莱不等式与前面提到的前两个马利亚文导数的L p估计的应用相结合。并给出了相应的泛函中心极限定理。作为第二个应用,我们建立了双曲型安德森模型的绝对连续性定律。Malliavin导数的L - p估计是验证绝对连续性局部版布洛-赫希准则的关键成分。我们的方法大大简化了一维情况下的论证,[2]在最近的工作中对此进行了研究。
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Well-posedness for a stochastic 2D Euler equation with transport noise. Some approximation results for mild solutions of stochastic fractional order evolution equations driven by Gaussian noise. The hyperbolic Anderson model: moment estimates of the Malliavin derivatives and applications. Multilevel quadrature for elliptic problems on random domains by the coupling of FEM and BEM. Existence of dynamical low rank approximations for random semi-linear evolutionary equations on the maximal interval.
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