FlexRT -- A fast and flexible cosmological radiative transfer code for reionization studies I: Code validation

Christopher Cain, Anson D'Aloisio
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Abstract

The wealth of high-quality observational data from the epoch of reionization that will become available in the next decade motivates further development of modeling techniques for their interpretation. Among the key challenges in modeling reionization are (1) its multi-scale nature, (2) the computational demands of solving the radiative transfer (RT) equation, and (3) the large size of reionization's parameter space. In this paper, we present and validate a new RT code designed to confront these challenges. FlexRT (Flexible Radiative Transfer) combines adaptive ray tracing with a highly flexible treatment of the intergalactic ionizing opacity. This gives the user control over how the intergalactic medium (IGM) is modeled, and provides a way to reduce the computational cost of a FlexRT simulation by orders of magnitude while still accounting for small-scale IGM physics. Alternatively, the user may increase the angular and spatial resolution of the algorithm to run a more traditional reionization simulation. FlexRT has already been used in several contexts, including simulations of the Lyman-$\alpha$ forest of high-$z$ quasars, the redshifted 21cm signal from reionization, as well as in higher resolution reionization simulations in smaller volumes. In this work, we motivate and describe the code, and validate it against a set of standard test problems from the Cosmological Radiative Transfer Comparison Project. We find that FlexRT is in broad agreement with a number of existing RT codes in all of these tests. Lastly, we compare FlexRT to an existing adaptive ray tracing code to validate FlexRT in a cosmological reionization simulation.
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FlexRT -- 用于再电离研究的快速灵活的宇宙学辐射传递代码 I. 代码验证代码验证
再电离时代的大量高质量观测数据将在未来十年内获得,这促使我们进一步开发用于解释这些数据的建模技术。再电离建模的主要挑战包括:(1)其多尺度性质;(2)求解辐射传递(RT)方程的计算要求;(3)再电离参数空间的巨大尺寸。在本文中,我们提出并验证了一种新的辐射传递代码,旨在应对这些挑战。FlexRT(Flexible RadiativeTransfer)将自适应光线追踪与高度灵活的银河系电离不透明度处理相结合。这使得用户可以控制银河系介质(IGM)的建模方式,并提供了一种方法,可以将 FlexRT 模拟的计算成本降低几个数量级,同时仍然考虑到小尺度的 IGM 物理。另外,用户也可以提高算法的角度和空间分辨率,运行更传统的电离模拟。FlexRT 已经在多种情况下使用过,包括模拟高$z$类星体的莱曼-$alpha$林、再电离产生的移位 21cm 信号,以及在较小体积中进行更高分辨率的再电离模拟。在这项工作中,我们对代码进行了激励和描述,并根据宇宙学辐射传输比较项目的一组标准测试问题对其进行了验证。最后,我们将 FlexRT 与现有的自适应光线追踪代码进行了比较,以验证 FlexRT 在宇宙学再电离模拟中的有效性。
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