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Foreground biases in strong gravitational lensing 强引力透镜的前景偏差
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-10-14 DOI: 10.1088/1475-7516/2024/10/055
Daniel Johnson, Pierre Fleury, Julien Larena and Lucia Marchetti
Strong gravitational lensing is a competitive tool to probe the dark matter and energy content of the Universe. However, significant uncertainties can arise from the choice of lens model, and in particular the parameterisation of the line of sight. In this work, we consider the consequences of ignoring the contribution of foreground perturbers in lens modelling. We derive the explicit form of the degeneracy between the foreground shear and the ellipticity of a power law lens, which renders the former quantity effectively unmeasurable from strong lensing observables, and biases measurements of the latter by a few percent. Nonetheless, we demonstrate that this degeneracy does not affect measurements of the Einstein radius. Foreground tidal effects are also not expected to bias the slope of the potential, and any biases in this slope should not affect the recovery of the Hubble constant. The foreground convergence term adds an additional uncertainty to the measurement of H0, and we show that this uncertainty will be on the order of 1% for lensing systems located along random lines of sight. There is evidence to indicate that the probability of strong lensing is higher towards overdense lines of sight, and this could result in a small systematic bias towards overestimations of H0.
强引力透镜是探测宇宙暗物质和暗能量含量的有力工具。然而,透镜模型的选择,特别是视线的参数化,可能会产生很大的不确定性。在这项工作中,我们考虑了在透镜建模中忽略前景扰动器贡献的后果。我们推导出了幂律透镜的前景剪切和椭圆度之间的退行性的明确形式,这使得前者实际上无法从强透镜观测数据中测量,而后者的测量则会产生百分之几的偏差。尽管如此,我们还是证明了这种退化并不影响对爱因斯坦半径的测量。预计前景潮汐效应也不会使势垒斜率产生偏差,而且该斜率的任何偏差都不会影响哈勃常数的恢复。前景会聚项为 H0 的测量增加了额外的不确定性,我们的研究表明,对于位于随机视线上的透镜系统来说,这种不确定性大约为 1%。有证据表明,在视线过密的地方发生强透镜的概率较高,这可能会导致H0被高估的小系统偏差。
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引用次数: 0
Comparing sampling techniques to chart parameter space of 21 cm global signal with Artificial Neural Networks 比较采样技术,用人工神经网络绘制 21 厘米全球信号的参数空间图
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-10-14 DOI: 10.1088/1475-7516/2024/10/041
Anshuman Tripathi, Gursharanjit Kaur, Abhirup Datta and Suman Majumdar
Understanding the first billion years of the universe requires studying two critical epochs: the Epoch of Reionization (EoR) and Cosmic Dawn (CD). However, due to limited data, the properties of the Intergalactic Medium (IGM) during these periods remain poorly understood, leading to a vast parameter space for the global 21cm signal. Training an Artificial Neural Network (ANN) with a narrowly defined parameter space can result in biased inferences. To mitigate this, the training dataset must be uniformly drawn from the entire parameter space to cover all possible signal realizations. However, drawing all possible realizations is computationally challenging, necessitating the sampling of a representative subset of this space. This study aims to identify optimal sampling techniques for the extensive dimensionality and volume of the 21cm signal parameter space. The optimally sampled training set will be used to train the ANN to infer from the global signal experiment. We investigate three sampling techniques: random, Latin hypercube (stratified), and Hammersley sequence (quasi-Monte Carlo) sampling, and compare their outcomes. Our findings reveal that sufficient samples must be drawn for robust and accurate ANN model training, regardless of the sampling technique employed. The required sample size depends primarily on two factors: the complexity of the data and the number of free parameters. More free parameters necessitate drawing more realizations. Among the sampling techniques utilized, we find that ANN models trained with Hammersley Sequence sampling demonstrate greater robustness compared to those trained with Latin hypercube and Random sampling.
要了解宇宙最初的十亿年,需要研究两个关键的纪元:再电离纪元(EoR)和宇宙黎明纪元(CD)。然而,由于数据有限,人们对这两个时期的星系际介质(IGM)特性仍然知之甚少,导致全球 21cm 信号的参数空间十分巨大。用定义狭窄的参数空间来训练人工神经网络(ANN)可能会导致推论出现偏差。为了减轻这种情况,训练数据集必须从整个参数空间中统一抽取,以涵盖所有可能的信号变现。然而,绘制所有可能的实现情况在计算上具有挑战性,因此必须对该空间的代表性子集进行采样。本研究旨在针对 21 厘米信号参数空间的广泛维度和容量确定最佳采样技术。优化采样后的训练集将用于训练 ANN,以便从全局信号实验中进行推断。我们研究了三种抽样技术:随机抽样、拉丁超立方(分层)抽样和哈默斯利序列(准蒙特卡洛)抽样,并比较了它们的结果。我们的研究结果表明,无论采用哪种抽样技术,都必须抽取足够的样本才能进行稳健、准确的 ANN 模型训练。所需样本量主要取决于两个因素:数据的复杂性和自由参数的数量。自由参数越多,就需要抽取更多的真实值。我们发现,在所使用的抽样技术中,与使用拉丁超立方和随机抽样技术训练的模型相比,使用哈默斯利序列抽样技术训练的 ANN 模型具有更强的鲁棒性。
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引用次数: 0
Exploring waveforms with non-GR deviations for extreme mass-ratio inspirals 探索极端质量比吸气时的非基因组偏差波形
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-10-14 DOI: 10.1088/1475-7516/2024/10/047
Shailesh Kumar, Rishabh Kumar Singh, Abhishek Chowdhuri and Arpan Bhattacharyya
The fundamental process of detecting and examining the polarization modes of gravitational waves plays a pivotal role in enhancing our grasp on the precise mechanisms behind their generation. A thorough investigation is essential for delving deeper into the essence of gravitational waves and rigorously evaluating and validating the range of modified gravity theories. In this line of interest, a general description of black holes in theories beyond general relativity can serve a meaningful purpose where distinct deviation parameters can be mapped to solutions representing distinct theories. Employing a refined version of the deformed Kerr geometry, which is free from pathological behaviours such as unphysical divergences in the metric, we explore an extreme mass-ratio inspiral system, wherein a stellar-mass object perturbs a supermassive black hole. We compute the effects of deformation parameters on the rate of change of orbital energy and angular momentum, orbital evolution and phase dynamics with leading order post-Newtonian corrections. With the waveform analysis, we assess the plausibility of detecting deviations from general relativity through observations facilitated by the Laser Interferometer Space Antenna (LISA), simultaneously constraining the extent of these deviations. Therefore, this analysis provides an understanding while highlighting the essential role of observations in advancing gravitational phenomena beyond general relativity.
探测和研究引力波的偏振模式这一基本过程,对于增强我们对引力波产生背后精确机制的掌握起着举足轻重的作用。要深入探究引力波的本质,严格评估和验证一系列修正引力理论,就必须进行彻底的研究。在这一兴趣点上,对广义相对论之外的理论中的黑洞进行一般描述可以起到有意义的作用,因为不同的偏差参数可以映射到代表不同理论的解。我们采用了变形克尔几何的一个改进版本,它不存在诸如度量中的非物理发散等病态行为,我们探索了一个极端质量比吸积系统,在这个系统中,一个恒星质量的物体扰动了一个超大质量黑洞。我们计算了变形参数对轨道能量和角动量变化率、轨道演化和相位动力学的影响,并给出了前导阶牛顿后修正。通过波形分析,我们评估了通过激光干涉仪空间天线(LISA)的观测发现广义相对论偏差的合理性,同时制约了这些偏差的程度。因此,这项分析提供了一种理解,同时强调了观测在推动引力现象超越广义相对论方面的重要作用。
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引用次数: 0
High energy neutrino production in gamma-ray bursts: dependence of the neutrino signal on the jet composition 伽马射线暴中的高能中微子产生:中微子信号与射流成分的关系
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-10-14 DOI: 10.1088/1475-7516/2024/10/054
Valentin De Lia and Irene Tamborra
Heavy nuclei can be synthetized or entrained in gamma-ray bursts (GRBs) with implications on the high-energy neutrino emission. By means of a Monte-Carlo algorithm, we model nuclear cascades and investigate their impact on the neutrino production considering kinetic dominated jets (in the internal shock model, including a dissipative photosphere) as well as Poynting flux dominated jets (for a jet model invoking internal-collision-induced magnetic reconnection and turbulence, ICMART). We find that the ICMART model allows for efficient nuclear cascades leading to an overall larger neutrino fluence than in the other two jet models. The survival of nuclei and inefficient nuclear cascades lead to an overall reduction of the neutrino fluence up to one order of magnitude. However, if nuclei are disintegrated, the neutrino fluence may be comparable to the one emitted from a jet loaded with protons. Exploring the parameter space of jet properties, we conclude that the composition and the bulk Lorentz factor have significant impact on the efficiency of nuclear cascades as well as the spectral shape of the expected neutrino fluence. On the other hand, the neutrino spectral distribution is less sensitive to the power-law index of the accelerated population of protons or heavier nuclei. For what concerns the diffuse emission of neutrinos from GRBs, we find that the uncertainty due to the jet composition can be at most comparable to the one related to the GRB cosmological rate.
重核可以在伽马射线暴(GRB)中合成或夹带,从而对高能中微子辐射产生影响。通过蒙特卡洛算法,我们建立了核级联模型,并研究了它们对中微子产生的影响,考虑了动能主导的射流(内部冲击模型,包括耗散光球)以及波因通量主导的射流(内部碰撞诱发的磁重联和湍流的射流模型,ICMART)。我们发现,ICMART 模型允许有效的核级联,从而导致中微子通量总体大于其他两种喷流模型。原子核的存活和低效的核级联导致中微子通量总体降低达一个数量级。然而,如果原子核解体,中微子流可能与装载质子的射流发射的中微子流相当。通过探索射流特性的参数空间,我们得出结论:成分和体洛伦兹因子对核级联的效率以及预期中微子通量的频谱形状有重大影响。另一方面,中微子光谱分布对质子或较重原子核加速群体的幂律指数不太敏感。对于GRB的中微子弥散发射,我们发现喷流组成所造成的不确定性最多只能与GRB宇宙学速率相关的不确定性相提并论。
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引用次数: 0
Gravitational spinoptics in a curved space-time 弯曲时空中的引力自旋光学
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-10-14 DOI: 10.1088/1475-7516/2024/10/039
Valeri P. Frolov and Andrey A. Shoom
In this paper we discuss propagation of the weak high-frequency gravitational waves in a curved spacetime background. We develop a so-called spinoptics approximation which takes into account interaction of the spin of the field with the curvature of the background metric. This is achieved by modifying the standard geometric optics approximation by including the helicity sensitive terms of the order 1/ω in the eikonal equation. The novelty of the approach developed in this paper is that instead of study of the high-frequency expansion of the equations for the gravitational field perturbations we construct the effective action for the gravitational spinoptics. The gravitational spinoptics equations derived by variation of the effective action correctly reproduce the earlier obtained results. However, the proposed effective action approach is technically more simple and transparent. It allows one to reduce the study of the high-frequency gravitational waves to study classical dynamics of massless particles with internal discrete degree of freedom (helicity). The formalism is covariant and it can be applied for arbitrary vacuum space-time background.
本文讨论了弱高频引力波在弯曲时空背景中的传播。我们提出了一种所谓的自旋光学近似,它考虑到了场的自旋与背景度量曲率之间的相互作用。为此,我们对标准几何光学近似进行了修改,在埃科纳方程中加入了阶数为 1/ω 的螺旋敏感项。本文方法的新颖之处在于,我们不再研究引力场扰动方程的高频扩展,而是构建了引力自旋光学的有效作用。通过有效作用的变化推导出的引力自旋光学方程正确地再现了之前获得的结果。然而,所提出的有效作用方法在技术上更加简单和透明。它允许人们把对高频引力波的研究简化为对具有内部离散自由度(螺旋度)的无质量粒子的经典动力学研究。该形式主义是协变的,可用于任意真空时空背景。
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引用次数: 0
Evolution of coupled scalar perturbations through smooth reheating. Part I. Dissipative regime 耦合标量扰动通过平稳再加热的演变。第一部分:耗散机制
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-10-14 DOI: 10.1088/1475-7516/2024/10/040
M. Laine, S. Procacci and A. Rogelj
If the inflaton is a heavy scalar field, it may equilibrate slower than some other degrees of freedom, e.g. non-Abelian gauge bosons. In this case, perturbations in the inflaton field and in a thermal plasma coexist from a given moment onwards. We derive a gauge-invariant set of three coupled equations governing the time evolution of such a system. Despite singular coefficients, a reliable numerical solution can be obtained for a long time period, starting from phase oscillations inside the Hubble horizon, and extending until acoustic oscillations in a radiation-dominated universe. Benchmarks are illustrated from a “weak regime”, where perturbations have a quantum-mechanical origin but get dissipated by interactions with the plasma. Among applications of our formalism could be inhomogeneity-induced nucleations in post-inflationary phase transitions, and the production of scalar-induced gravitational waves.
如果膨胀子是一个重标量场,它的平衡速度可能比其他一些自由度(如非阿贝尔规玻色子)慢。在这种情况下,从给定时刻开始,流入子场和热等离子体的扰动将同时存在。我们推导出一套规整不变的三耦合方程,用于控制这种系统的时间演化。尽管存在奇异系数,但我们仍然可以得到一个可靠的长周期数值解,从哈勃视界内的相位振荡开始,一直延伸到辐射主导宇宙中的声波振荡。在 "弱体系 "中,扰动源于量子力学,但通过与等离子体的相互作用而消散。我们的形式主义可应用于胀大后相变中的不均匀性诱导成核,以及标量诱导引力波的产生。
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引用次数: 0
The hydrodynamics of inverse phase transitions 反相变的流体力学
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-10-14 DOI: 10.1088/1475-7516/2024/10/042
Giulio Barni, Simone Blasi and Miguel Vanvlasselaer
First order phase transitions are violent phenomena that occur when the state of the universe evolves abruptly from one vacuum to another. A direct phase transition connects a local vacuum to a deeper vacuum of the zero-temperature potential, and the energy difference between the two minima manifests itself in the acceleration of the bubble wall. In this sense, the transition is triggered by the release of vacuum energy. On the other hand, an inversephase transition connects a deeper minimum of the zero-temperature potential to a higher one, and the bubble actually expands against the vacuum energy. The transition is then triggered purely by thermal corrections. We study for the first time the hydrodynamics and the energy budget of inverse phase transitions. We find several modes of expansion for inverse bubbles, which are related to the known ones for direct transitions by a mirror symmetry. We finally investigate the friction exerted on the bubble wall and comment on the possibility of runaway walls in inverse phase transitions.
一阶相变是宇宙状态从一个真空突然演变到另一个真空时发生的剧烈现象。直接相变将局部真空连接到零温势能的更深真空,两个最小值之间的能量差表现为气泡壁的加速。从这个意义上说,相变是由真空能量的释放引发的。另一方面,反相转变将零温势能的较深最小值与较高最小值连接起来,气泡实际上在真空能量的作用下膨胀。这种转变纯粹是由热修正触发的。我们首次研究了反相变的流体力学和能量预算。我们发现了反相气泡的几种膨胀模式,它们与已知的直接转换模式之间存在镜像对称关系。最后,我们研究了施加在气泡壁上的摩擦力,并对反相变中气泡壁失控的可能性进行了评论。
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引用次数: 0
Chromo-natural inflation supported by enhanced friction from Horndeski gravity 霍恩德斯基引力增强摩擦力支持色自然膨胀
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-10-14 DOI: 10.1088/1475-7516/2024/10/044
Tomoaki Murata and Tsutomu Kobayashi
We study the extension of the chromo-natural inflation model by incorporating nonminimal coupling between the axion field and gravity. Nonminimal coupling is introduced so that it enhances friction in the axion's equation of motion and thus supports slow-roll inflation. This enhanced friction effectively delays the activation of the gauge field, thereby preventing the overproduction of gravitational waves in the CMB scale. We extend previous results by describing the nonminimal coupling in a general and unifying way utilizing Horndeski gravity. This allows us to explore systematically and comprehensively possible enhanced friction models of chromo-natural inflation consistent with observations. We find a novel enhanced friction model that shows better agreement (within 1σ) with CMB measurements than the previous nonminimally coupled chromo-natural inflation model. The gravitational-wave spectrum starts to rise at some wavenumber due to retarded activation of the gauge field in the late stage of inflation. We show how one can identify the wavenumber at which this occurs based on the background evolution and present a universal analytic formula for the gravitational-wave spectrum that can be used for any enhanced friction model of chromo-natural inflation.
我们研究了通过在轴子场和引力之间加入非最小耦合来扩展色自然膨胀模型的问题。引入非最小耦合是为了增强轴子运动方程中的摩擦力,从而支持慢滚膨胀。这种增强的摩擦力有效地延迟了规规场的激活,从而防止了引力波在 CMB 尺度上的过度产生。我们利用霍恩德斯基引力,以一般和统一的方式描述了非最小耦合,从而扩展了之前的结果。这使我们能够系统而全面地探索与观测结果一致的色自然膨胀的可能增强摩擦模型。我们发现了一个新的增强摩擦模型,它与 CMB 测量结果的一致性(在 1σ 以内)优于之前的非最小耦合色-自然膨胀模型。引力波频谱在某个波段开始上升,这是由于在暴胀晚期规场的激活被延缓了。我们展示了如何根据背景演化来确定发生这种情况的波数,并提出了引力波谱的通用解析公式,该公式可用于任何增强摩擦的色自然膨胀模型。
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引用次数: 0
Bootstrapping Lagrangian perturbation theory for the large scale structure 大尺度结构的引导拉格朗日扰动理论
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-10-14 DOI: 10.1088/1475-7516/2024/10/051
Marco Marinucci, Kevin Pardede and Massimo Pietroni
We develop a model-independent approach to Lagrangian perturbation theory for the large scale structure of the universe. We focus on the displacement field for dark matter particles, and derive its most general structure without assuming a specific form for the equations of motion, but implementing a set of general requirements based on symmetry principles and consistency with the perturbative approach. We present explicit results up to sixth order, and provide an algorithmic procedure for arbitrarily higher orders. The resulting displacement field is expressed as an expansion in operators built up from the linear density field, with time-dependent coefficients that can be obtained, in a specific model, by solving ordinary differential equations. The derived structure is general enough to cover a wide spectrum of models beyond ΛCDM, including modified gravity scenarios of the Horndeski type and models with multiple dark matter species. This work is a first step towards a complete model-independent Lagrangian forward model, to be employed in cosmological analyses with power spectrum and bispectrum, other summary statistics, and field-level inference.
我们为宇宙大尺度结构的拉格朗日扰动理论开发了一种与模型无关的方法。我们将重点放在暗物质粒子的位移场上,并推导出其最一般的结构,而不假定运动方程的具体形式,只是根据对称性原理和与微扰方法的一致性实施一系列一般要求。我们给出了高达六阶的明确结果,并提供了任意高阶的算法程序。得到的位移场表示为由线性密度场建立的算子展开,在特定模型中,可以通过求解常微分方程得到随时间变化的系数。推导出的结构具有足够的通用性,可以涵盖超越ΛCDM 的各种模型,包括霍恩德斯基类型的修正引力情景和具有多种暗物质的模型。这项工作是朝着建立一个完整的与模型无关的拉格朗日正演模型迈出的第一步,它将被用于功率谱和双谱、其他汇总统计以及场级推断的宇宙学分析。
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引用次数: 0
Forecast of CMB TB and EB correlations for AliCPT-1 AliCPT-1 的 CMB TB 和 EB 相关性预测
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-10-14 DOI: 10.1088/1475-7516/2024/10/046
Jiazheng Dou, Shamik Ghosh, Larissa Santos and Wen Zhao
The correlations between T, E modes and B modes in cosmic microwave background (CMB) radiation, which are expected to vanish under parity symmetry, have become a sensitive probe of the new physics beyond the standard model. In this paper, we forecast the estimation of TB and EB cross power spectra using NILC and cILC on AliCPT-1 simulations together with Planck HFI and WMAP K maps as ancillary data. We find that, NILC performs better than cILC on measuring TB and EB correlations in light of its lower uncertainties. In terms of the birefringence angle estimation without assuming systematic errors, the combination of CMB TB and EB spectra from NILC cleaned simulations could reach a sensitivity of |β| < 0.058∘ with 2σ significance for the first observing season of AliCPT. Tripling the survey duration will improve this sensitivity to |β| < 0.041∘.
宇宙微波背景(CMB)辐射中的 T 模、E 模和 B 模之间的相关性,预计在奇偶对称性下会消失,已成为超越标准模型的新物理的灵敏探测器。在本文中,我们利用 NILC 和 cILC 对 AliCPT-1 模拟中的 TB 和 EB 交叉功率谱进行了预测,并将普朗克 HFI 和 WMAP K 图作为辅助数据。我们发现,NILC 在测量 TB 和 EB 相关性方面的表现要优于 cILC,因为其不确定性更低。在不假定系统误差的情况下进行双折射角度估计时,NILC净化模拟的CMB TB和EB光谱组合在AliCPT第一个观测季的灵敏度可达|β| < 0.058∘,显著性为2σ。将观测持续时间延长三倍将使灵敏度提高到 |β| < 0.041∘。
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引用次数: 0
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Journal of Cosmology and Astroparticle Physics
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