论文标题
算术波前套装和通用$ L $ -PACKET
Arithmetic Wavefront Sets and Generic $L$-packets
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。
Let $G$ be a classical group defined over a local field $F$ of characteristic zero. Let $π$ be an irreducible admissible representation $π$ of $G(F)$, which is of Casselman-Wallach type if $F$ is archimedean. If $π$ has a generic local $L$-parameter, we define the arithmetic wavefront set ${\rm WF_{ari}}(π)$ of $π$, which is a subset of $F$-rational nilpotent orbits of the Lie algebra $\mathfrak{g}(F)$ of $G(F)$, by means of the arithmetic structures of the enhanced $L$-parameter $(φ,χ)$ of $π$. Those arithmetic structures are discovered by using our method of consecutive descents of enhanced $L$-parameters, based on the rationality of the local Langlands correspondence and the local Gan-Gross-Prasad conjecture. We study the basic structure of ${\rm WF_{ari}(π)}$ and prove that it is an invariant of $π$ (Theorem 5.10). The basic structures of ${\rm WF_{ari}(π)^{max}}$ are described by Conjecture 1.3, which asserts that the $F$-rational structure of ${\rm WF_{ari}(π)^{max}}$ can be completely determined by our method of consecutive descents of enhanced $L$-parameters. When $F$ is archimedean, Theorems 1.4 and 1.5 confirm much refined $F$-rational structure on ${\rm WF_{ari}(π)^{max}}$ than what Conjecture 1.3 says. Based on the local Langlands reciprocity, Conjecture 1.2 asserts that the wavefront sets on the $L$-parameter side should be closed related to those on the representation side, namely, \[ {\rm WF_{wm}(π)^{max}}={\rm WF_{ari}(π)^{max}}={\rm WF_{tr}(π)^{max}} \] when $π$ has a generic local $L$-parameter, where the algebraic wavefront set ${\rm WF_{wm}}(π)$ is defined by Moeglin and Waldspurger [MW87] using generalized Whittaker models, and the analytic wavefront set ${\rm WF_{tr}}(π)$ is defined by Howe [H81, Hd85] using distribution characters, and also by [H74, HC78, BV80]. Conjecture 1.2 is verified for families of interesting cases.