Leman Steven W
Kavli Institute for Astrophysics and Space Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.
Rev Sci Instrum. 2012 Sep;83(9):091101. doi: 10.1063/1.4747490.
This review discusses detector physics and Monte Carlo techniques for cryogenic, radiation detectors that utilize combined phonon and ionization readout. A general review of cryogenic phonon and charge transport is provided along with specific details of the Cryogenic Dark Matter Search detector instrumentation. In particular, this review covers quasidiffusive phonon transport, which includes phonon focusing, anharmonic decay, and isotope scattering. The interaction of phonons in the detector surface is discussed along with the downconversion of phonons in superconducting films. The charge transport physics include a mass tensor which results from the crystal band structure and is modeled with a Herring-Vogt transformation. Charge scattering processes involve the creation of Neganov-Luke phonons. Transition-edge-sensor (TES) simulations include a full electric circuit description and all thermal processes including Joule heating, cooling to the substrate, and thermal diffusion within the TES, the latter of which is necessary to model normal-superconducting phase separation. Relevant numerical constants are provided for these physical processes in germanium, silicon, aluminum, and tungsten. Random number sampling methods including inverse cumulative distribution function (CDF) and rejection techniques are reviewed. To improve the efficiency of charge transport modeling, an additional second order inverse CDF method is developed here along with an efficient barycentric coordinate sampling method of electric fields. Results are provided in a manner that is convenient for use in Monte Carlo and references are provided for validation of these models.
本综述讨论了利用声子和电离联合读出的低温辐射探测器的探测器物理和蒙特卡罗技术。文中提供了低温声子和电荷传输的一般综述以及低温暗物质搜索探测器仪器的具体细节。特别是,本综述涵盖了准扩散声子传输,其中包括声子聚焦、非谐衰减和同位素散射。讨论了探测器表面声子的相互作用以及超导薄膜中声子的下转换。电荷传输物理包括由晶体能带结构产生的质量张量,并通过赫林 - 沃格特变换进行建模。电荷散射过程涉及涅加诺夫 - 卢克声子的产生。过渡边传感器(TES)模拟包括完整的电路描述以及所有热过程,包括焦耳热、向衬底的冷却以及TES内的热扩散,后者对于模拟正常 - 超导相分离是必要的。文中给出了锗、硅、铝和钨中这些物理过程的相关数值常数。回顾了包括逆累积分布函数(CDF)和拒绝技术在内的随机数采样方法。为了提高电荷传输建模的效率,这里开发了一种额外的二阶逆CDF方法以及一种高效的电场重心坐标采样方法。结果以便于在蒙特卡罗中使用的方式给出,并提供了用于验证这些模型的参考文献。