论文标题
部分可观测时空混沌系统的无模型预测
Deterministic single photon source enabled by coherent superposition of Mie-scattering moments in a NV- center coupled dipolar antenna
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。
Generation of an ultra-bright, deterministic, solid-state single photon source with high photon collection rate is an imperative requirement for quantum technologies. In this direction, various nanophotonic systems coupled with single quantum emitters are being implemented, but results in low decay rate enhancement and MHz photon collection rate. Here, we unravel coherent superposition of excited Mie-scattering moments in a dipolar antenna, coupled with a single nitrogen-vacancy (NV-) center, to achieve bright single photon source with GHz collection rate. Such balancing of Mie-scattering moments, especially higher-order multi-polar moments, provide strong forward light scattering with null backward scattering at the generalized Kerker condition. This results in strong field intensity localization that can be used to shape the emission from an embedded NV- center in the dipolar antenna. A relative decay rate enhancement of more than 300 times with collection efficiency exceeding 75% is achieved that result in photon collection rate of ~ 5 GHz. The calculated intensity-intensity correlation confirms bright single photon emission with enhanced rate and collection efficiency.
