论文标题
路径大偏斜理论的大偏差
Path large deviations for the kinetic theory of weak turbulence
论文作者
论文摘要
我们考虑了与3波相互作用的非线性相互作用波的通用哈密顿系统。在假定弱非线性和较大系统大小的波湍流的动力学状态中,与波浪振幅相关的相关可观察到的是经验光谱密度,它是有限系统大小的光谱密度或光谱的天然前体。遵循PEIERLS方程的经典推导,以在动力学制度中生成波幅度的矩产生功能,我们对经验频谱密度的动力学提出了一个较大的偏差估计值,其中可允许的波数的数量与系统的体积成比例,这是自然的大偏差参数。在动力学状态下计算了量化轨迹概率的减去轨迹概率的较大偏差随机哈密顿量,该动态假定弱非线性的随机相位近似。我们将这种哈密顿量与一种模式系统进行比较,该模式与经验光谱以均值相互作用。讨论了它与随机阶段和振幅近似的关系。此外,对于不存在力和耗散的具体情况,研究了大偏差动力学的一些基本特性。我们表明,对于3波相互作用的系统,后者可以保留总的能量和动量。此外,我们计算了均衡的平衡,并检查在较大的偏差水平上是否满足了全局详细的平衡。最后,我们简要讨论了该理论的一些物理应用。
We consider a generic Hamiltonian system of nonlinear interacting waves with 3-wave interactions. In the kinetic regime of wave turbulence, which assumes weak nonlinearity and large system size, the relevant observable associated with the wave amplitude is the empirical spectral density that appears as the natural precursor of the spectral density, or spectrum, for finite system size. Following classical derivations of the Peierls equation for the moment generating function of the wave amplitudes in the kinetic regime, we propose a large deviation estimate for the dynamics of the empirical spectral density, where the number of admissible wavenumbers, which is proportional to the volume of the system, appears as the natural large deviation parameter. The large deviation stochastic Hamiltonian that quantifies the minus of the log probability of a trajectory is computed within the kinetic regime which assumes the Random Phase approximation for weak nonlinearity. We compare this Hamiltonian with the one for a system of modes interacting in a mean-field way with the empirical spectrum. Its relationship with the Random Phase and Amplitude approximation is discussed. Moreover, for the specific case when no forces and dissipation are present, a few fundamental properties of the large deviation dynamics are investigated. We show that the latter conserves total energy and momentum, as expected for a 3-wave interacting systems. In addition, we compute the equilibrium quasipotential and check that global detailed balance is satisfied at the large deviation level. Finally, we discuss briefly some physical applications of the theory.