论文标题
整个\ textbf {k}空间中反流不稳定性的量子电动力学影响
Quantum electrodynamic effects on counter-streaming instabilities in the whole \textbf{k} space
论文作者
论文摘要
储层计算是预测湍流的有力工具，其简单的架构具有处理大型系统的计算效率。然而，其实现通常需要完整的状态向量测量和系统非线性知识。我们使用非线性投影函数将系统测量扩展到高维空间，然后将其输入到储层中以获得预测。我们展示了这种储层计算网络在时空混沌系统上的应用，该系统模拟了湍流的若干特征。我们表明，使用径向基函数作为非线性投影器，即使只有部分观测并且不知道控制方程，也能稳健地捕捉复杂的系统非线性。最后，我们表明，当测量稀疏、不完整且带有噪声，甚至控制方程变得不准确时，我们的网络仍然可以产生相当准确的预测，从而为实际湍流系统的无模型预测铺平了道路。
In a recent work [Bret, EPL \textbf{135} (2021) 35001], quantum electrodynamic (QED) effects were evaluated for the two-stream instability. It pertains to the growth of perturbations with a wave vector oriented along the flow in a collisionless counter-streaming system. Here, the analysis is extended to every possible orientation of the wave vector. The previous result for the two-stream instability is recovered, and it is proved that even within the framework of a 3D analysis, this instability remains fundamentally 1D even when accounting for QED effects. The filamentation instability, found for wave vectors normal to the flow, is weakly affected by QED corrections. As in the classical case, its growth rate saturates at large $k_\perp$. The saturation value is found independent of QED corrections. Also, the smallest unstable $k_\perp$ is independent of QED corrections. Surprisingly, unstable modes found for oblique wave vectors do \emph{not} follow the same pattern. For some, QED corrections do reduce the growth rate. But for others, the same corrections increase the growth rate instead. The possibility for QED effects to play a role in un-magnetized systems is evaluated. Pair production resulting from gamma emission by particles oscillating in the exponentially growing fields, is not accounting for.
