论文标题

使用血浆卤素搜索暗物质

Searching For Dark Matter with Plasma Haloscopes

论文作者

Millar, Alexander J., Anlage, Steven M., Balafendiev, Rustam, Belov, Pavel, van Bibber, Karl, Conrad, Jan, Demarteau, Marcel, Droster, Alexander, Dunne, Katherine, Rosso, Andrea Gallo, Gudmundsson, Jon E., Jackson, Heather, Kaur, Gagandeep, Klaesson, Tove, Kowitt, Nolan, Lawson, Matthew, Leder, Alexander, Miyazaki, Akira, Morampudi, Sid, Peiris, Hiranya V., Røising, Henrik S., Singh, Gaganpreet, Sun, Dajie, Thomas, Jacob H., Wilczek, Frank, Withington, Stafford, Wooten, Mackenzie

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。

We summarise the recent progress of the Axion Longitudinal Plasma HAloscope (ALPHA) Consortium, a new experimental collaboration to build a plasma haloscope to search for axions and dark photons. The plasma haloscope is a novel method for the detection of the resonant conversion of light dark matter to photons. ALPHA will be sensitive to QCD axions over almost a decade of parameter space, potentially discovering dark matter and resolving the Strong CP problem. Unlike traditional cavity haloscopes, which are generally limited in volume by the Compton wavelength of the dark matter, plasma haloscopes use a wire metamaterial to create a tuneable artificial plasma frequency, decoupling the wavelength of light from the Compton wavelength and allowing for much stronger signals. We develop the theoretical foundations of plasma haloscopes and discuss recent experimental progress. Finally, we outline a baseline design for ALPHA and show that a full-scale experiment could discover QCD axions over almost a decade of parameter space.

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