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arXiv 2510.17455math.AP
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一个统一的相对熵框架用于Vlasov-Fokker-Planck方程的宏观极限

A unified relative entropy framework for macroscopic limits of Vlasov--Fokker--Planck equations

Yonsei University(延世大学);Hanyang University(汉阳大学)

Young-Pil Choi, Jinwook Jung

AI总结:

本文提出一个统一的相对熵框架,用于研究具有Riesz型相互作用和Fokker-Planck松弛的动能方程的宏观极限,涵盖扩散极限、高场极限和强磁场极限三种典型奇异情形,通过熵耗散、Fisher信息控制和调制相互作用能量,获得强收敛和弱收敛结果。

摘要:

我们开发了一个统一的相对熵框架,用于研究具有Riesz型相互作用和Fokker-Planck松弛的动能方程的宏观极限。我们的分析涵盖了三种典型奇异情形:扩散极限导致漂移扩散方程,高场极限产生排斥性聚集方程,强磁场极限产生广义表面准地转方程。方法结合熵耗散、Fisher信息控制和调制相互作用能量,形成稳健的稳定性理论,获得强收敛和弱收敛结果。对于强收敛,我们建立了在良好准备初始数据下的定量相对熵估计,扩展了方法到非局部力和奇异缩放起决定性作用的设置。对于弱收敛,我们的方法捕捉了三种互补现象:在扩散情形下,获得与形式最优缩放一致的更强定量估计;在高场情形下,传播有界Lipschitz稳定性,即使相对熵随奇异缩放参数发散;在强磁场情形下,提供定量弱估计,包括重新缩放动量的有界Lipschitz控制和密度的负Sobolev控制。这种更广泛的观点表明,相对熵不仅是一个强收敛工具,还是一种处理低正则性和 mildly 准备情形的机制。分析突显了相对熵在连接微观耗散与强收敛和弱收敛宏观极限中的统一作用。

英文摘要:

We develop a unified relative entropy framework for macroscopic limits of kinetic equations with Riesz-type interactions and Fokker-Planck relaxation. Our analysis covers three prototypical singular regimes: the diffusive limit leading to a drift-diffusion equation, the high-field limit yielding the aggregation equation in the repulsive regime, and the strong magnetic field limit producing a generalized surface quasi-geostrophic equation. The method combines entropy dissipation, Fisher-information control, and modulated interaction energies into a robust stability theory yielding both strong and weak convergence results. For the strong convergence, we establish quantitative relative entropy estimates toward macroscopic limits under well-prepared initial data, extending the scope of the method to settings where nonlocal forces and singular scalings play a decisive role. For the weak convergence, our approach captures three complementary phenomena: in the diffusive regime, it yields sharper quantitative estimates in weak topologies consistent with the formally optimal scaling; in the high-field regime, it propagates bounded Lipschitz stability for a class of mildly prepared initial data, even when the relative entropy diverges with respect to the singular scaling parameter; and in the strong magnetic field regime, it provides quantitative weak estimates, including bounded Lipschitz control of the rescaled momentum and negative Sobolev control of the density. This broader perspective shows that relative entropy provides not only a tool for strong convergence, but also a mechanism for treating low-regularity and mildly prepared regimes. The analysis highlights the unifying role of relative entropy in connecting microscopic dissipation with both strong and weak macroscopic convergence.

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