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Dark energy constraints in light of theoretical priors 基于理论先验的暗能量约束
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-28 DOI: 10.1088/1475-7516/2026/01/054
Neel Shah, Kazuya Koyama and Johannes Noller
In order to derive model-independent observational bounds on dark energy/modified gravity theories, a typical approach is to constrain parametrised models intended to capture the space of dark energy theories. Here we investigate in detail the effect that the nature of these parametrisations can have, finding significant effects on the resulting cosmological dark energy constraints. In order to observationally distinguish well-motivated and physical parametrisations from unphysical ones, it is crucial to understand the theoretical priors that physical parametrisations place on the phenomenology of dark energy. To this end we discuss a range of theoretical priors that can be imposed on general dark energy parametrisations, and their effect on the constraints on the phenomenology of dynamical dark energy. More specifically, we investigate both the phenomenological {μ,Σ} parametrisation as well as effective field theory (EFT) inspired approaches to model dark energy interactions. We compare the constraints obtained in both approaches for different phenomenological and theory-informed time dependences for the underlying functional degrees of freedom, discuss the effects of priors derived from gravitational wave physics, and investigate the interplay between constraints on parameters constraining only the background evolution vs. parameters controlling linear perturbations.
为了推导出暗能量/修正引力理论的独立于模型的观测边界,一种典型的方法是约束旨在捕捉暗能量理论空间的参数化模型。在这里,我们详细研究了这些参数化的性质可能产生的影响,发现了对由此产生的宇宙暗能量约束的重大影响。为了在观测上区分良好动机和物理参数化与非物理参数化,理解物理参数化对暗能量现象学的理论先验是至关重要的。为此,我们讨论了一系列可以施加于一般暗能量参数化的理论先验,以及它们对动态暗能量现象学约束的影响。更具体地说,我们研究了现象学{μ,Σ}参数化以及有效场论(EFT)启发的方法来模拟暗能量相互作用。我们比较了这两种方法对不同现象学和理论通知时间依赖性的约束,讨论了引力波物理导出的先验效应,并研究了仅约束背景演化的参数约束与控制线性扰动的参数约束之间的相互作用。
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引用次数: 0
Black bounce solutions via nonminimal scalar-electrodynamic couplings 非极小标度-电动力耦合的黑反弹解
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-28 DOI: 10.1088/1475-7516/2026/01/058
Daniela S.J. Cordeiro, Ednaldo L.B. Junior, José Tarciso S.S. Junior, Francisco S.N. Lobo, Jorde A.A. Ramos, Manuel E. Rodrigues, Luís F. Dias da Silva and Henrique A. Vieira
Black-bounce (BB) solutions generalize the spacetimes of black holes, regular black holes, and wormholes, depending on the values of certain characteristic parameters. In this work, we investigate such solutions within the framework of General Relativity (GR), assuming spherical symmetry and static geometry. It is well established in the literature that, in order to sustain such geometries, the source of Einstein's equations in the BB context can be composed of a scalar field φ and a nonlinear electrodynamics (NLED). In our model, in addition to the Lagrangian associated with the scalar field in the action, we also include an interaction term of the form W(φ)ℒ(F), which introduces a nonminimal coupling between the scalar field and the electromagnetic sector. Notably, the usual minimal coupling configuration is recovered by setting W(φ) = 1. In contrast to approaches where the function W(φ) is assumed a priori, here we determine its functional form by modeling the radial dependence of the derivative of the electromagnetic Lagrangian as a power law, namely ℒF(r) ∼ Fn. This approach enables us to determine W(r) directly from the obtained solutions. We apply this procedure to two specific geometries: the Simpson-Visser-type BB solution and the Bardeen-type BB solution, both analyzed in the purely magnetic (qm ≠ 0, qe = 0) and purely electric (qm = 0, qe ≠ 0) cases. In all scenarios, we find that these BB spacetime solutions can be described with a linear electrodynamics, which is a noteworthy result. Furthermore, we examine the regularity of the spacetime through the Kretschmann scalar and briefly discuss the associated energy conditions for the solutions obtained.
黑弹跳(BB)解根据某些特征参数的值对黑洞、规则黑洞和虫洞的时空进行了推广。在这项工作中,我们在广义相对论(GR)的框架内研究这些解,假设球面对称和静态几何。在文献中已经很好地建立了,为了维持这样的几何形状,爱因斯坦方程在BB环境中的源可以由标量场φ和非线性电动力学(NLED)组成。在我们的模型中,除了与标量场相关的拉格朗日量外,我们还引入了形式为W(φ) ̄(F)的相互作用项,它引入了标量场与电磁扇区之间的非极小耦合。值得注意的是,通常的最小耦合配置可以通过设置W(φ) = 1来恢复。与假设函数W(φ)是先验的方法相反,这里我们通过将电磁拉格朗日导数的径向依赖性建模为幂律,即F(r) ~ Fn来确定其函数形式。这种方法使我们能够直接从得到的解中确定W(r)。我们将此过程应用于两种特定的几何形状:simpson - visser型BB解和bardeen型BB解,两者都在纯磁(qm≠0,qe = 0)和纯电(qm = 0, qe≠0)情况下进行分析。在所有情况下,我们发现这些BB时空解都可以用线性电动力学来描述,这是一个值得注意的结果。进一步,我们通过克雷茨曼标量检验了时空的规律性,并简要讨论了所得到的解的相关能量条件。
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引用次数: 0
Time-dependent deflection reconstruction: new technique to search for gravitational waves with the cosmic microwave background 时变偏转重建:利用宇宙微波背景寻找引力波的新技术
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-28 DOI: 10.1088/1475-7516/2026/01/053
Alvin Leluc, Joel Meyers and Alexander van Engelen
Gravitational waves (GWs) passing through the Earth cause a correlated pattern of time-dependent deflections of the apparent position of astronomical sources. We build upon standard lensing reconstruction techniques to develop a new time-dependent optimal quadratic estimator, providing a novel technique to search for the deflections produced by GWs using observations of the cosmic microwave background (CMB). We find that the time-dependent deflection reconstruction is many orders of magnitude more sensitive than the ordinary static lensing estimator, and that it can be employed with the data collected by existing and future CMB surveys, without requiring any modification to the experimental or survey design. We demonstrate that CMB surveys offer sensitivity to GWs across a broad frequency range: while the sensitivity will not be competitive over the frequency range covered by pulsar timing arrays, the coverage band extend to both lower and higher frequencies. Finally, we discuss how our methods can be adapted to search for other time-varying signals, and also how they can be applied to surveys at other wavelengths.
通过地球的引力波(GWs)会引起天文光源视位置随时间变化的相关偏差。我们在标准透镜重建技术的基础上,开发了一种新的时间相关最优二次估计器,为利用宇宙微波背景(CMB)观测来搜索GWs产生的偏转提供了一种新技术。我们发现,随时间变化的偏转重建比普通的静态透镜估计器灵敏许多个数量级,并且它可以与现有和未来的CMB调查收集的数据一起使用,而无需修改实验或调查设计。我们证明了CMB调查在很宽的频率范围内提供了对GWs的灵敏度:虽然灵敏度在脉冲星定时阵列覆盖的频率范围内没有竞争力,但覆盖范围可以扩展到较低和较高的频率。最后,我们讨论了如何调整我们的方法来搜索其他时变信号,以及如何将它们应用于其他波长的调查。
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引用次数: 0
Primordial features in light of the Effective Field Theory of Large-Scale Structure 基于大尺度结构有效场论的原始特征
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-28 DOI: 10.1088/1475-7516/2026/01/057
Rodrigo Calderón, Théo Simon, Arman Shafieloo and Dhiraj Kumar Hazra
While the simplest inflationary models predict a power-law form of the primordial power spectrum (PPS), various UV complete scenarios predict features on top of the standard power law that leave characteristic imprints in the late-time distribution of matter, encoded in the galaxy power spectrum. In this work, we assess the validity of the Effective Field Theory of Large Scale Structure (EFTofLSS) and the IR-resummation scheme of PyBird in the context of primordial (oscillatory) features. We find an excellent agreement at the level of the matter power spectrum between N-body simulations and the one-loop EFT predictions, for models commonly studied in the literature. We then apply the EFTofLSS to the galaxy power spectrum measurements from BOSS LRG and eBOSS QSO to constrain specific global and local features in the PPS. We demonstrate that while such features can improve the fit to cosmic microwave background (CMB) data, they may result in a poorer fit to clustering measurements at low redshift. The resulting constraints on the amplitude of the primordial oscillations are competitive with those obtained from CMB data, despite the well-known damping of oscillations due to non-linear structure formation processes. For the first time in this context, we jointly analyze the galaxy power spectrum (monopole and quadrupole) in combination with Planck CMB data to derive strong constraints on the amplitude of primordial features. This work highlights the EFTofLSS as a powerful tool for testing early universe scenarios on scales that complement CMB observations.
虽然最简单的暴胀模型预测了原始功率谱(PPS)的幂律形式,但各种紫外线完全情景预测了标准功率谱之上的特征,这些特征在物质的后期分布中留下了特征印记,编码在星系功率谱中。在这项工作中,我们评估了大尺度结构有效场论(EFTofLSS)和PyBird红外恢复方案在原始(振荡)特征背景下的有效性。我们发现在n体模拟和单回路EFT预测之间的物质功率谱水平上有很好的一致性,对于文献中通常研究的模型。然后,我们将EFTofLSS应用于BOSS LRG和eBOSS QSO的星系功率谱测量,以约束PPS中的特定全局和局部特征。我们证明,虽然这些特征可以改善对宇宙微波背景(CMB)数据的拟合,但它们可能导致低红移聚类测量的拟合较差。尽管众所周知,由于非线性结构形成过程导致振荡阻尼,但对原始振荡振幅的约束与从CMB数据中获得的约束是竞争的。在此背景下,我们首次结合普朗克宇宙微波背景数据联合分析了星系功率谱(单极子和四极子),得出了对原始特征振幅的强约束。这项工作强调了EFTofLSS作为一种强大的工具,可以在尺度上测试早期宇宙场景,补充CMB观测。
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引用次数: 0
Inflationary dynamics of non-minimally coupled f(R) matter-curvature theories 非最小耦合f(R)物质曲率理论的暴胀动力学
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-28 DOI: 10.1088/1475-7516/2026/01/061
Miguel Barroso Varela, Orfeu Bertolami and Andreas Mantziris
This study examines how inflationary dynamics are affected by f(R)-theories with a non-minimal coupling between matter and curvature. Both positive and negative corrections to the minimal coupling of General Relativity are considered, and a robust numerical method is developed that evolves the metric and the inflaton field in this modified theory beyond slow-roll. Through a stability analysis, we find that positive models are inherently unstable during slow-roll, whereas negative ones can accommodate a stable attractor de Sitter solution. Using the amplitude of the scalar power spectrum from the latest data releases, we constrain the scale of the non-minimal coupling to be above 1013 GeV. In light of the 2018 Planck, BICEP/Keck and the recent Atacama Cosmology Telescope data for the scalar spectral index and tensor-to-scalar ratio, strong constraints on the coupling strength force the effects of these modified theories to be, at most, slightly above the perturbative level. Furthermore, we determine that the choice of the perfect fluid matter Lagrangian does not impact the inflationary observables at the pivot scale. Finally, we present the predicted observables for different inflationary potentials and show that even though classical gravity is still preferred by the data, there are areas of the parameter space that are viable for non-minimally coupled inflationary models.
本研究考察了物质与曲率之间非最小耦合的f(R)理论如何影响暴胀动力学。考虑了广义相对论最小耦合的正修正和负修正,并提出了一种鲁棒的数值方法,使该修正理论中的度规和膨胀场超越慢滚。通过稳定性分析,我们发现正模型在慢滚过程中是固有不稳定的,而负模型可以容纳稳定的吸引子德西特解。利用最新数据发布的标量功率谱的幅值,我们将非最小耦合的尺度限制在1013 GeV以上。根据2018年普朗克、BICEP/Keck和最近阿塔卡马宇宙学望远镜的标量谱指数和张量-标量比数据,对耦合强度的强约束迫使这些修正理论的影响至多略高于微扰水平。此外,我们确定了完美流体物质拉格朗日量的选择不影响枢轴尺度上的暴胀观测值。最后,我们给出了不同暴胀势的预测观测值,并表明尽管数据仍然偏爱经典引力,但参数空间的某些区域对于非最小耦合暴胀模型是可行的。
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引用次数: 0
Constraints on extra charges in dyonic Kerr-Newman-Kasuya-Taub-NUT black hole from the observations of quasi-periodic oscillations 准周期振荡观测对动态Kerr-Newman-Kasuya-Taub-NUT黑洞中额外电荷的约束
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-28 DOI: 10.1088/1475-7516/2026/01/060
Hamza Rehman, Saddam Hussain, Ghulam Abbas and Tao Zhu
This paper investigates the influence of the dimensionless electric charge (Q/M), magnetic charge (P/M), and Taub-NUT parameter (n/M) of a dyonic Kerr-Newman-Kasuya-Taub-NUT black hole on quasi-periodic oscillations (QPOs) observed in X-ray binaries. Using the relativistic precession model, we calculate the three fundamental frequencies arising from particle motion in the accretion disk around the black hole. These theoretical predictions are then confronted with observational QPO data from five X-ray binaries (GRO J1655–40, XTE J1859+226, XTE J1550–564, GRS 1915+105, and H1743–322), and the Markov Chain Monte Carlo technique is used to constrain the black hole parameters. Our analysis reveals no significant evidence for nonzero values of Q/M and P/M across all sources, thereby allowing us to place several stringent upper limits on electric charge (Q/M) and magnetic charge (P/M) of the black hole in these systems. Similarly, no compelling indication of a nonzero Taub-NUT parameter is found in QPOs from GRO J1655–40, XTE J1859+226, XTE J1550–564, and H1743–322. In contrast, the posterior distribution derived from GRS 1915+105 data suggests a nonzero Taub-NUT parameter, i.e., gravitomagnetic monopole moment. This result indicates a potential deviation from the Kerr metric in this astrophysical black hole.
本文研究了无量纲电荷(Q/M)、磁荷(P/M)和Taub-NUT参数(n/M)对x射线双星中准周期振荡(QPOs)的影响。利用相对论进动模型,我们计算了黑洞周围吸积盘中粒子运动产生的三个基本频率。然后将这些理论预测与来自5个x射线双星(GRO J1655-40、XTE J1859+226、XTE J1550-564、GRS 1915+105和H1743-322)的观测QPO数据进行对比,并使用马尔可夫链蒙特卡罗技术对黑洞参数进行约束。我们的分析显示,没有明显的证据表明所有源的Q/M和P/M都是非零值,从而允许我们对这些系统中黑洞的电荷(Q/M)和磁荷(P/M)设置几个严格的上限。同样,在GRO J1655-40、XTE J1859+226、XTE J1550-564和H1743-322的QPOs中没有发现令人信服的非零Taub-NUT参数的迹象。相比之下,GRS 1915+105数据的后验分布表明,Taub-NUT参数是非零的,即重力磁单极矩。这一结果表明,在这个天体物理学黑洞中,克尔度规存在潜在偏差。
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引用次数: 0
B-sure. Part I. Minkowski functionals as robustness test for tensor-to-scalar ratio detection from CMB observations b当然。第一部分:闵可夫斯基函数作为CMB观测中张量-标量比检测的鲁棒性检验
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-26 DOI: 10.1088/1475-7516/2026/01/045
Claudio Ranucci, Alessandro Carones, Léo Vacher, Nicoletta Krachmalnicoff and Carlo Baccigalupi
The detection of primordial B-mode polarisation of the Cosmic Microwave Background (CMB) is a major observational goal in modern Cosmology, offering a potential window into inflationary physics through the measurement of the tensor-to-scalar ratio r. However, the presence of Galactic foregrounds poses significant challenges, possibly biasing the r estimate. In this study we explore the viability of using Minkowski functionals (MFs) as a robustness test to validate a potential r detection by identifying non-Gaussian features associated with foregrounds contamination. To do so, we simulate sky maps as observed by a LiteBIRD-like CMB experiment, with realistic instrumental and foregrounds modelling. The CMB B-mode signal is recovered through blind component separation algorithms, and the obtained (biased) value of r is used to generate Gaussian realisation of CMB signal. Their MFs are then compared with those computed on maps contaminated by foreground residual left by component separation, looking for a detection of non-Gaussianity. Our results demonstrate that, with the experimental configuration considered here, MFs can not be reliably adopted as a robustness test of an eventual r detection, as we find that in the majority of the cases MFs are not able to raise significant warnings about the non-Gaussianity induced by the presence of foreground residuals. In the most realistic and refined scenario we adopted, the test is able to flag non-Gaussianity in ∼ 26% of the simulations, meaning that there is no warning on the biased tensor-to-scalar ratio in ∼ 74% of cases. These results suggest that more advanced statistics than MFs must be considered to look for non-Gaussian signatures of foregrounds, in order to be able to perform reliable null tests in future CMB missions.
探测宇宙微波背景(CMB)的原始b模偏振是现代宇宙学的一个主要观测目标,通过测量张量与标量比r为暴胀物理学提供了一个潜在的窗口。然而,银河系前景的存在带来了重大挑战,可能会使r的估计产生偏差。在本研究中,我们探讨了使用闵可夫斯基泛函(MFs)作为鲁棒性测试的可行性,通过识别与前景污染相关的非高斯特征来验证潜在的r检测。为此,我们模拟了类似litebird的CMB实验观测到的天空图,并采用了现实的仪器和前景建模。通过盲分量分离算法恢复CMB b模信号,利用得到的(偏置)r值生成CMB信号的高斯实现。然后,将它们的mf与在被分离后的前景残余污染的地图上计算的mf进行比较,寻找非高斯性的检测。我们的结果表明,在这里考虑的实验配置下,MFs不能可靠地用作最终r检测的鲁棒性测试,因为我们发现,在大多数情况下,MFs不能对前景残差的存在引起的非高斯性提出重要警告。在我们采用的最现实和最精细的场景中,该测试能够在~ 26%的模拟中标记非高斯性,这意味着在~ 74%的情况下没有对偏张量与标量比的警告。这些结果表明,为了能够在未来的CMB任务中进行可靠的零检验,必须考虑比MFs更高级的统计来寻找前景的非高斯特征。
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引用次数: 0
Light shining through wall bounds on axions from obscured magnetars 从被遮挡的磁星发出的光穿过壁界照射在轴子上
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-26 DOI: 10.1088/1475-7516/2026/01/051
Dibya S. Chattopadhyay, Basudeb Dasgupta, Amol Dighe and Mayank Narang
Coupling of axions or axion-like particles (ALPs) with photons may lead to photons escaping optically opaque regions by oscillating into ALPs. This phenomenon may be viewed as the Light Shining through Wall (LSW) scenario. While this LSW technique has been used previously in controlled laboratory settings to constrain the ALP-photon coupling (gaγ), we show that this can also be applied in astrophysical environments. We find that obscured magnetars in particular are excellent candidates for this purpose. A fraction of photons emitted by the magnetar may convert to ALPs in the magnetar neighborhood, cross the large absorption column densities, and convert back into photons due to the interstellar magnetic field. Comparing the observed flux with the estimated intrinsic flux from the magnetar, we can constrain the contribution of this process, and hence constrain gaγ. The effects of resonant conversion near the magnetar as well as ALP-photon oscillations in the interstellar medium are carefully considered. Taking a suitable magnetar candidate PSR J1622-4950, we find that the ALP-photon coupling can be constrained at gaγ ≲ (10-10 - few × 10-11) GeV-1 for low mass axions (ma ≲ 10-12 eV). Our study reveals the previously unrealized potential for employing the LSW technique for obscured magnetars for probing and constraining ALP-photon couplings.
轴子或类轴子粒子(ALPs)与光子的耦合可能导致光子通过振荡进入类轴子粒子而逃离光学不透明区域。这种现象可以看作是光穿墙(LSW)场景。虽然这种LSW技术以前曾在受控的实验室环境中用于约束alp -光子耦合(gaγ),但我们表明这也可以应用于天体物理环境。我们发现被遮蔽的磁星尤其适合这一目的。磁星发射的光子的一小部分可能会在磁星附近转换成阿尔卑斯,穿过大的吸收柱密度,并在星际磁场的作用下转换回光子。将观测到的通量与估计的磁星本质通量进行比较,我们可以约束这一过程的贡献,从而约束γ。仔细考虑了磁星附近的共振转换以及星际介质中alp -光子振荡的影响。以合适的磁星候选者PSR J1622-4950为例,我们发现对于低质量轴子(ma≤10-12 eV), alp -光子耦合可以被限制在gaγ≤(10-10 - few × 10-11) GeV-1。我们的研究揭示了利用LSW技术探测和约束alp -光子耦合的潜在潜力。
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引用次数: 0
The Effective Field Theory of Large Scale Structure for mixed dark matter scenarios 混合暗物质场景下大尺度结构的有效场论
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-26 DOI: 10.1088/1475-7516/2026/01/047
Francesco Verdiani, Emanuele Castorina, Ennio Salvioni and Emiliano Sefusatti
We initiate a systematic study of the perturbative nonlinear dynamics of cosmological fluctuations in dark sectors comprising a fraction of non-cold dark matter, for example ultra-light axions or light thermal relics. These mixed dark matter scenarios exhibit suppressed growth of perturbations below a characteristic, cosmologically relevant, scale associated with the microscopic nature of the non-cold species. As a consequence, the scale-free nonlinear solutions developed for pure cold dark matter and for massive neutrinos do not, in general, apply. We thus extend the Effective Field Theory of Large Scale Structure to model the coupled fluctuations of the cold and non-cold dark matter components, describing the latter as a perfect fluid with finite sound speed at linear level. We provide new analytical solutions wherever possible and devise an accurate and computationally tractable prescription for the evaluation of the one-loop galaxy power spectrum, which can be applied to probe mixed dark matter scenarios with current and upcoming galaxy survey data. As a first application of this framework, we derive updated constraints on the energy density in ultra-light axions using a combination of Planck and BOSS data. Our refined theoretical modeling leads to somewhat weaker bounds compared to previous analyses.
我们启动了一个系统的摄动非线性动力学的宇宙涨落的黑暗部门,包括非冷暗物质的一部分,例如超轻轴子或轻热遗迹。这些混合暗物质的场景显示出扰动的抑制增长低于与非冷物种的微观性质相关的特征,宇宙学上相关的尺度。因此,为纯冷暗物质和大质量中微子开发的无标度非线性解通常不适用。因此,我们扩展了大尺度结构的有效场论来模拟冷和非冷暗物质组分的耦合波动,将后者描述为线性水平上具有有限声速的完美流体。我们尽可能提供新的分析解决方案,并设计出一种精确且计算易于处理的单环星系功率谱评估处方,可应用于探测混合暗物质场景与当前和即将到来的星系调查数据。作为该框架的第一个应用,我们使用普朗克和BOSS数据的组合推导了超轻轴子中能量密度的最新约束。与之前的分析相比,我们改进的理论模型导致了一些较弱的界限。
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引用次数: 0
SwiftC ℓ: fast differentiable angular power spectra beyond Limber SwiftC _():快速可微超Limber角功率谱
IF 6.4 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2026-01-26 DOI: 10.1088/1475-7516/2026/01/043
Laura Reymond, Alexander Reeves, Pierre Zhang and Alexandre Refregier
The upcoming stage IV wide-field surveys will provide high precision measurements of the large-scale structure (LSS) of the universe. Their interpretation requires fast and accurate theoretical predictions including large scales. For this purpose, we introduce SwiftCℓ, a fast, accurate and differentiable JAX-based pipeline for the computation of the angular power spectrum beyond the Limber approximation. It uses a new FFTLog-based method which can reach arbitrary precision and includes interpolation along k, allowing for k-dependent growth factor and biases. SwiftCℓ includes a wide range of probes and effects such as galaxy clustering, including magnification bias, redshift-space distortions and primordial non-Gaussianity, weak lensing, including intrinsic alignment, cosmic microwave background (CMB) lensing and CMB integrated Sachs-Wolfe effect. We compare our pipeline to the other available beyond-Limber codes within the N5K challenge from the Rubin Observatory Legacy Survey of Space and Time (LSST) Dark Energy Science Collaboration. SwiftCℓ computes the 120 different angular power spectra over 103 ℓ-multipoles in 5 ms on one GPU core while the computation of the gradient is approximately 4× slower. Using a pre-calculation, SwiftCℓ is thus about 40× faster than the winner of the N5K challenge with comparable accuracy. Furthermore, all outputs are auto-differentiable, facilitating gradient-based sampling and robust and accurate Fisher forecasts. We showcase a Markov Chain Monte Carlo, a Hamiltonian Monte Carlo and a Fisher forecast on an LSST-like survey, illustrating SwiftCℓ's differentiability, speed and reliability in measuring cosmological parameters. The code is publicly available at https://cosmo-gitlab.phys.ethz.ch/cosmo_public/swiftcl.
即将到来的第四阶段广域巡天将提供对宇宙大尺度结构(LSS)的高精度测量。他们的解释需要快速和准确的理论预测,包括大尺度。为此,我们引入了SwiftC,一个快速、精确和可微的基于jax的管道,用于计算Limber近似以外的角功率谱。它使用了一种新的基于fftlog的方法,可以达到任意精度,并包括沿k的插值,允许k依赖的增长因子和偏差。SwiftC r包括了广泛的探测和效应,如星系群集,包括放大偏置、红移空间扭曲和原始非高斯性,弱透镜,包括本征对准,宇宙微波背景(CMB)透镜和CMB集成的Sachs-Wolfe效应。我们将我们的管道与鲁宾天文台时空遗留调查(LSST)暗能量科学合作的N5K挑战中的其他可用的超越limber代码进行比较。SwiftC在一个GPU内核上计算103个多极的120个不同的角功率谱,用时5 ms,而梯度的计算速度大约慢4倍。通过预先计算,SwiftC的速度比N5K挑战的获胜者要快40倍,而且精度相当。此外,所有输出都是可自动微分的,便于基于梯度的采样和稳健准确的Fisher预测。我们展示了一个马尔可夫链蒙特卡罗、一个哈密顿蒙特卡罗和一个在类似lsst巡天上的Fisher预测,说明了swiftcl在测量宇宙学参数方面的可微性、速度和可靠性。该代码可在https://cosmo-gitlab.phys.ethz.ch/cosmo_public/swiftcl上公开获得。
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引用次数: 0
期刊
Journal of Cosmology and Astroparticle Physics
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