P J Adrian, M Gatu Johnson, N Kabadi, C K Li, R D Petrasso, F H Séguin, G D Sutcliffe, J A Frenje
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引用次数: 0
Abstract
The Wedge Range Filter (WRF), commonly used for proton spectroscopy at the OMEGA Laser Facility and National Ignition Facility, is adapted to measure the x-ray continuum spectrum through transmission measurement using a continuous-gradient filter. Continuum x rays emitted from the hotspot of an implosion contain information about the plasma composition and electron temperature. The WRF data are leveraged to probe this distribution, specifically the electron temperature distribution. In this work, the data recorded with the WRF are forward modeled using a temperature distribution model folded with the WRF response function. An uncertainty analysis is conducted through a Bayesian regression algorithm using a Hamiltonian Monte Carlo sampler. This analysis enables the uncertainties in the instrument response to be folded into the uncertainty estimation of the electron temperature and absolute x-ray emission. Data analysis for a series of OMEGA implosions is presented and compared with radiation hydrodynamic simulations.
楔形范围滤波器(WRF)通常用于欧米茄激光设施和国家点火装置的质子光谱测量,通过使用连续梯度滤波器进行透射测量,可用于测量 X 射线连续光谱。内爆热点发射的连续 X 射线包含等离子体成分和电子温度信息。利用 WRF 数据可以探测这种分布,特别是电子温度分布。在这项工作中,使用与 WRF 响应函数相叠加的温度分布模型对 WRF 记录的数据进行正向建模。通过使用哈密尔顿蒙特卡洛采样器的贝叶斯回归算法进行不确定性分析。通过这种分析,可以将仪器响应的不确定性折叠到电子温度和绝对 X 射线辐射的不确定性估计中。对一系列欧米茄内爆进行了数据分析,并与辐射流体力学模拟进行了比较。
期刊介绍:
Review of Scientific Instruments, is committed to the publication of advances in scientific instruments, apparatuses, and techniques. RSI seeks to meet the needs of engineers and scientists in physics, chemistry, and the life sciences.