Pub Date : 2026-02-06DOI: 10.1088/1475-7516/2026/02/019
Yo Toda and Osamu Seto
Primarily motivated by the Hubble tension, we analyze the varying electron mass model and axionlike early dark energy model (EDE) using baryon acoustic oscillation data from DESI DR2 data and including the recent results from ACT DR6. Our analysis indicates that me/me0 = 1.0078 ± 0.0047 in the varying me model, me/me0 = 1.0034 ± 0.0050 and α/α0 = 1.0039 ± 0.0016 in the varying me+α model, and the energy fraction of EDE is constrained as fEDE < 0.014. Since those cosmological models fit with different spectral index ns, we show the posterior of those models on the (ns-r) plane and point out that, for example, Starobinsky inflation works for varying electron mass model while the standard supersymmetric hybrid inflation is preferred in the EDE model.
{"title":"Constraints on the varying electron mass and early dark energy in light of ACT DR6 and DESI DR2 and the implications for inflation","authors":"Yo Toda and Osamu Seto","doi":"10.1088/1475-7516/2026/02/019","DOIUrl":"https://doi.org/10.1088/1475-7516/2026/02/019","url":null,"abstract":"Primarily motivated by the Hubble tension, we analyze the varying electron mass model and axionlike early dark energy model (EDE) using baryon acoustic oscillation data from DESI DR2 data and including the recent results from ACT DR6. Our analysis indicates that me/me0 = 1.0078 ± 0.0047 in the varying me model, me/me0 = 1.0034 ± 0.0050 and α/α0 = 1.0039 ± 0.0016 in the varying me+α model, and the energy fraction of EDE is constrained as fEDE < 0.014. Since those cosmological models fit with different spectral index ns, we show the posterior of those models on the (ns-r) plane and point out that, for example, Starobinsky inflation works for varying electron mass model while the standard supersymmetric hybrid inflation is preferred in the EDE model.","PeriodicalId":15445,"journal":{"name":"Journal of Cosmology and Astroparticle Physics","volume":"6 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146135500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-06DOI: 10.1088/1475-7516/2026/02/023
Yun Wang and Katherine Freese
Using DESI DR2 baryon acoustic oscillation (BAO) distance measurements and Planck cosmic microwave background distance priors, we have measured the dark energy density ρX(z) and dark energy equation of state wX(z) as free functions of redshift (smoothly interpolated from values at {zi}={0, 1/3, 2/3, 1, 4/3, 2.33}), and find both to be consistent with a cosmological constant, with only deviations of ∼ 1σ for ρX(z) and ∼ 2σ for wX(z) at z = 2/3. We also find that measuring {ρX(zi)} is preferred to measuring {wX(zi)} by model selection using the Akaike Information Criterion (AIC) as well as the Bayesian Information Criterion (BIC); we confirm our earlier finding in Wang & Freese (2006) that wX(z) is significantly less constrained by data than ρX(z). We show that varying the choice of redshift values of the ρX(z) measurements leads to very consistent results, with AIC/BIC slightly favoring the case of our fiducial redshifts {zi} but with z = 4/3 omitted. We find agreement with a cosmological constant except for the 1–2σ deviation at 0.4 ≲ z ≲ 0.9, where DESI DR2 BAO measurements deviate from a cosmological constant at similar statistical significance. Our results differ noticeably from those of the DESI Collaboration, in which they used the same DESI DR2 data combined with Planck data and found a 3.1σ deviation from a cosmological constant, a finding which is primarily the consequence of their assuming the parametrization wX(z) = w0+wa(1-a). Our results indicate that assuming a linear wX(z) could be misleading and precludes discovering how dark energy actually varies with time at higher redshifts. In our quest to discover the physical nature of dark energy, the most urgent goal at present is to determine definitively whether dark energy density varies with time. We have demonstrated that it is of critical importance to measure dark energy density as a free function of redshift from data. Future galaxy redshift surveys by Euclid and Roman at higher redshifts will significantly advance our understanding of dark energy.
{"title":"Model-independent dark energy measurements from DESI DR2 and Planck 2015 data","authors":"Yun Wang and Katherine Freese","doi":"10.1088/1475-7516/2026/02/023","DOIUrl":"https://doi.org/10.1088/1475-7516/2026/02/023","url":null,"abstract":"Using DESI DR2 baryon acoustic oscillation (BAO) distance measurements and Planck cosmic microwave background distance priors, we have measured the dark energy density ρX(z) and dark energy equation of state wX(z) as free functions of redshift (smoothly interpolated from values at {zi}={0, 1/3, 2/3, 1, 4/3, 2.33}), and find both to be consistent with a cosmological constant, with only deviations of ∼ 1σ for ρX(z) and ∼ 2σ for wX(z) at z = 2/3. We also find that measuring {ρX(zi)} is preferred to measuring {wX(zi)} by model selection using the Akaike Information Criterion (AIC) as well as the Bayesian Information Criterion (BIC); we confirm our earlier finding in Wang & Freese (2006) that wX(z) is significantly less constrained by data than ρX(z). We show that varying the choice of redshift values of the ρX(z) measurements leads to very consistent results, with AIC/BIC slightly favoring the case of our fiducial redshifts {zi} but with z = 4/3 omitted. We find agreement with a cosmological constant except for the 1–2σ deviation at 0.4 ≲ z ≲ 0.9, where DESI DR2 BAO measurements deviate from a cosmological constant at similar statistical significance. Our results differ noticeably from those of the DESI Collaboration, in which they used the same DESI DR2 data combined with Planck data and found a 3.1σ deviation from a cosmological constant, a finding which is primarily the consequence of their assuming the parametrization wX(z) = w0+wa(1-a). Our results indicate that assuming a linear wX(z) could be misleading and precludes discovering how dark energy actually varies with time at higher redshifts. In our quest to discover the physical nature of dark energy, the most urgent goal at present is to determine definitively whether dark energy density varies with time. We have demonstrated that it is of critical importance to measure dark energy density as a free function of redshift from data. Future galaxy redshift surveys by Euclid and Roman at higher redshifts will significantly advance our understanding of dark energy.","PeriodicalId":15445,"journal":{"name":"Journal of Cosmology and Astroparticle Physics","volume":"30 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146135506","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1088/1475-7516/2026/02/e01
A.A. Araújo Filho
In a recent analysis presented in ref. [1], the particle creation process, the evaporation lifetimes, and the greybody bounds for the metric andmetric-affine formulations were examined. Some aspects require correction: a typo in ref. [2] concerning the black hole shadow radii affected the evaporation-lifetime and emission-rate results for the metric-affine case of the previous work, and the computational routine employed in ref. [1] introduced errors in the greybody bounds for tensor perturbations and in the bounds analysis.
{"title":"Erratum: How does non-metricity affect particle creation and evaporation in bumblebee gravity?","authors":"A.A. Araújo Filho","doi":"10.1088/1475-7516/2026/02/e01","DOIUrl":"https://doi.org/10.1088/1475-7516/2026/02/e01","url":null,"abstract":"In a recent analysis presented in ref. [1], the particle creation process, the evaporation lifetimes, and the greybody bounds for the metric andmetric-affine formulations were examined. Some aspects require correction: a typo in ref. [2] concerning the black hole shadow radii affected the evaporation-lifetime and emission-rate results for the metric-affine case of the previous work, and the computational routine employed in ref. [1] introduced errors in the greybody bounds for tensor perturbations and in the bounds analysis.","PeriodicalId":15445,"journal":{"name":"Journal of Cosmology and Astroparticle Physics","volume":"34 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146121938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1088/1475-7516/2026/02/015
Igor Reis, Andre Scaffidi, Emmanuel Moulin and Martin White
This paper explores the sensitivity of the Cherenkov Telescope Array Observatory to dark matter annihilation in the Galactic Center, within the frameworks of Effective Field Theory and Simplified Models. We present sensitivity forecasts, utilizing an up-to-date instrument configuration and incorporating the latest models for Galactic Diffuse Emission. A key aspect of our work is the inclusion of updated dark matter density profiles, J-factors, and velocity dispersion distributions derived from the FIRE-2 cosmological hydrodynamical simulations, which significantly impact the expected indirect detection signals. Furthermore, we update the constraints from direct detection experiments (Xenon1T and LZ) taking into account the astrophysical uncertainties informed by the FIRE-2 simulations, and also investigate limits coming from collider searches (ATLAS and CMS). Our analysis reveals improved constraints on the effective suppression scale (M*) in the Effective Field Theory framework and on the mediator mass (Mmed) in Simplified Models compared to previous studies, highlighting the complementarity of the Cherenkov Telescope Array Observatory with direct and collider searches in probing a wide range of dark matter scenarios. We discuss the implications of these results for various dark matter interaction types, including scalar, pseudoscalar, vector, and axial-vector mediators, and emphasize the importance of considering realistic astrophysical inputs in interpreting dark matter search results across different experimental fronts.
{"title":"The complementary of CTAO, direct detection and collider searches for dark matter in Effective Field Theories and Simplified Models","authors":"Igor Reis, Andre Scaffidi, Emmanuel Moulin and Martin White","doi":"10.1088/1475-7516/2026/02/015","DOIUrl":"https://doi.org/10.1088/1475-7516/2026/02/015","url":null,"abstract":"This paper explores the sensitivity of the Cherenkov Telescope Array Observatory to dark matter annihilation in the Galactic Center, within the frameworks of Effective Field Theory and Simplified Models. We present sensitivity forecasts, utilizing an up-to-date instrument configuration and incorporating the latest models for Galactic Diffuse Emission. A key aspect of our work is the inclusion of updated dark matter density profiles, J-factors, and velocity dispersion distributions derived from the FIRE-2 cosmological hydrodynamical simulations, which significantly impact the expected indirect detection signals. Furthermore, we update the constraints from direct detection experiments (Xenon1T and LZ) taking into account the astrophysical uncertainties informed by the FIRE-2 simulations, and also investigate limits coming from collider searches (ATLAS and CMS). Our analysis reveals improved constraints on the effective suppression scale (M*) in the Effective Field Theory framework and on the mediator mass (Mmed) in Simplified Models compared to previous studies, highlighting the complementarity of the Cherenkov Telescope Array Observatory with direct and collider searches in probing a wide range of dark matter scenarios. We discuss the implications of these results for various dark matter interaction types, including scalar, pseudoscalar, vector, and axial-vector mediators, and emphasize the importance of considering realistic astrophysical inputs in interpreting dark matter search results across different experimental fronts.","PeriodicalId":15445,"journal":{"name":"Journal of Cosmology and Astroparticle Physics","volume":"38 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146122420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1088/1475-7516/2026/02/017
Valerie Domcke, Miguel Escudero, Mario Fernández Navarro and Stefan Sandner
At temperatures below the QCD phase transition, any substantial lepton number in the Universe can only be present within the neutrino sector. In this work, we systematically explore the impact of a non-vanishing lepton number on Big Bang Nucleosynthesis (BBN) and the Cosmic Microwave Background (CMB). Relying on our recently developed framework based on momentum averaged quantum kinetic equations for the neutrino density matrix, we solve the full BBN reaction network to obtain the abundances of primordial elements. We find that the maximal primordial total lepton number L allowed by BBN and the CMB is -0.12 (-0.10) ≤ L ≤ 0.13 (0.12) for NH (IH), while specific flavor directions can be even more constrained. This bound is complementary to the limits obtained from avoiding baryon overproduction through sphaleron processes at the electroweak phase transition since, although numerically weaker, it applies at lower temperatures and is obtained completely independently. We publicly release the C++ code COFLASY-C on GitHub (https://github.com/mariofnavarro/COFLASY/tree/COFLASY-C) which solves for the evolution of the neutrino quantum kinetic equations numerically.
{"title":"A limit on the total lepton number in the Universe from BBN and the CMB","authors":"Valerie Domcke, Miguel Escudero, Mario Fernández Navarro and Stefan Sandner","doi":"10.1088/1475-7516/2026/02/017","DOIUrl":"https://doi.org/10.1088/1475-7516/2026/02/017","url":null,"abstract":"At temperatures below the QCD phase transition, any substantial lepton number in the Universe can only be present within the neutrino sector. In this work, we systematically explore the impact of a non-vanishing lepton number on Big Bang Nucleosynthesis (BBN) and the Cosmic Microwave Background (CMB). Relying on our recently developed framework based on momentum averaged quantum kinetic equations for the neutrino density matrix, we solve the full BBN reaction network to obtain the abundances of primordial elements. We find that the maximal primordial total lepton number L allowed by BBN and the CMB is -0.12 (-0.10) ≤ L ≤ 0.13 (0.12) for NH (IH), while specific flavor directions can be even more constrained. This bound is complementary to the limits obtained from avoiding baryon overproduction through sphaleron processes at the electroweak phase transition since, although numerically weaker, it applies at lower temperatures and is obtained completely independently. We publicly release the C++ code COFLASY-C on GitHub (https://github.com/mariofnavarro/COFLASY/tree/COFLASY-C) which solves for the evolution of the neutrino quantum kinetic equations numerically.","PeriodicalId":15445,"journal":{"name":"Journal of Cosmology and Astroparticle Physics","volume":"17 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146121979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1088/1475-7516/2026/02/012
Julien Grain and Hugo Holland
In this article we extend a study of the validity conditions of the separate-universe approach of cosmological perturbations to models of inflation with multiple fields. The separate-universe approach consists in describing the universe as a collection of homogeneous and isotropic patches, giving us an effective description of perturbation theory at large scales through phase-space reduction. This approximation is a necessary step in stochastic inflation, an effective theory of coarse-grained, super-Hubble, scalar fields fluctuations. One needs a stochastic inflation description in the context of primordial black hole productions since it needs enhancements of the curvature power spectrum. It is easily achievable in multifield inflation models but necessarily comes with strong diffusive effects. We study and compare cosmological perturbation theory and the separate-universe approach in said non-linear sigma models as a typical framework of multifield inflation and employ the Hamiltonian formalism to keep track of the complete phase space (or the reduced isotropic phase space in the separate-universe approach). We find that the separate-universe approach adequately describes the cosmological perturbation theory provided the wavelength of the modes considered is greater that several lower bounds that depend on the cosmological horizon and the inverse of the effective Hamiltonian masses of the fields; the latter being fixed by the coupling potential and the field-space geometry. We also compare gauge-invariant variables and several gauge fixing procedures in both approaches. For instance, we showed that the uniform-expansion gauge is nicely described by the separate-universe picture, hence justifying its use in stochastic inflation as commonly done.
{"title":"Separate universe in multifield inflation: a phase-space approach","authors":"Julien Grain and Hugo Holland","doi":"10.1088/1475-7516/2026/02/012","DOIUrl":"https://doi.org/10.1088/1475-7516/2026/02/012","url":null,"abstract":"In this article we extend a study of the validity conditions of the separate-universe approach of cosmological perturbations to models of inflation with multiple fields. The separate-universe approach consists in describing the universe as a collection of homogeneous and isotropic patches, giving us an effective description of perturbation theory at large scales through phase-space reduction. This approximation is a necessary step in stochastic inflation, an effective theory of coarse-grained, super-Hubble, scalar fields fluctuations. One needs a stochastic inflation description in the context of primordial black hole productions since it needs enhancements of the curvature power spectrum. It is easily achievable in multifield inflation models but necessarily comes with strong diffusive effects. We study and compare cosmological perturbation theory and the separate-universe approach in said non-linear sigma models as a typical framework of multifield inflation and employ the Hamiltonian formalism to keep track of the complete phase space (or the reduced isotropic phase space in the separate-universe approach). We find that the separate-universe approach adequately describes the cosmological perturbation theory provided the wavelength of the modes considered is greater that several lower bounds that depend on the cosmological horizon and the inverse of the effective Hamiltonian masses of the fields; the latter being fixed by the coupling potential and the field-space geometry. We also compare gauge-invariant variables and several gauge fixing procedures in both approaches. For instance, we showed that the uniform-expansion gauge is nicely described by the separate-universe picture, hence justifying its use in stochastic inflation as commonly done.","PeriodicalId":15445,"journal":{"name":"Journal of Cosmology and Astroparticle Physics","volume":"302 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146122418","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1088/1475-7516/2026/02/013
Giorgio Mentasti and Carlo R. Contaldi
We present a unified spin-weighted harmonic framework that delivers analytic, diagonal expressions for the overlap (correlation) functions of three low frequency gravitational wave observables-pulsar timing redshifts, astrometric deflections, and time-dependent image distortions (“shimmering”). Writing each response in spin-s spherical harmonics and rotating to a basis in which the wave tensor has definite helicity, we obtain compact closed-form series for every auto- and cross-correlation, recovering the Hellings-Downs curve as the s = 0 limit and deriving its astrometric (s = ± 1) and shimmering (s = ± 2) analogues. The formalism naturally extends to non-standard scalar-breathing, longitudinal, and vector polarisation modes, clarifying when higher-spin observables are (and are not) sourced and providing a complete set of harmonic spectra Cℓ ready for parameter estimation pipelines. These results supply the common theoretical language needed to combine upcoming pulsar timing, Gaia-class astrometric, and high resolution imaging data sets, enabling coherent, multi probe searches for stochastic gravitational wave backgrounds, tests of general relativity and its alternatives across the nano- to micro-hertz gravitational wave band.
{"title":"A unified spin-harmonic framework for correlating pulsar timing, astrometric deflection, and shimmering gravitational wave observations","authors":"Giorgio Mentasti and Carlo R. Contaldi","doi":"10.1088/1475-7516/2026/02/013","DOIUrl":"https://doi.org/10.1088/1475-7516/2026/02/013","url":null,"abstract":"We present a unified spin-weighted harmonic framework that delivers analytic, diagonal expressions for the overlap (correlation) functions of three low frequency gravitational wave observables-pulsar timing redshifts, astrometric deflections, and time-dependent image distortions (“shimmering”). Writing each response in spin-s spherical harmonics and rotating to a basis in which the wave tensor has definite helicity, we obtain compact closed-form series for every auto- and cross-correlation, recovering the Hellings-Downs curve as the s = 0 limit and deriving its astrometric (s = ± 1) and shimmering (s = ± 2) analogues. The formalism naturally extends to non-standard scalar-breathing, longitudinal, and vector polarisation modes, clarifying when higher-spin observables are (and are not) sourced and providing a complete set of harmonic spectra Cℓ ready for parameter estimation pipelines. These results supply the common theoretical language needed to combine upcoming pulsar timing, Gaia-class astrometric, and high resolution imaging data sets, enabling coherent, multi probe searches for stochastic gravitational wave backgrounds, tests of general relativity and its alternatives across the nano- to micro-hertz gravitational wave band.","PeriodicalId":15445,"journal":{"name":"Journal of Cosmology and Astroparticle Physics","volume":"223 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146121940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1088/1475-7516/2026/02/016
Alexander Reeves, Pierre Zhang and Henry Zheng
We present PyBird-JAX, a differentiable, JAX-based implementation ofPyBird, using internal neural network emulators to accelerate computationally costly operations for rapid large-scale structure (LSS) analysis. PyBird-JAX computes one-loop EFTofLSS predictions for redshift-space galaxy power spectrum multipoles in 1.2 ms on a CPU and 0.2 ms on a GPU, achieving 3–4 orders of magnitude speed-up over PyBird. The emulators take a compact spline-based representation of the input linear power spectrum P(k) as feature vectors, making the approach applicable to a wide range of cosmological models. We rigorously validate its accuracy against large-volume simulations and on BOSS data, including cosmologies not explicitly represented in the training set. Leveraging automatic differentiation,PyBird-JAX supports Fisher forecasting, Taylor expansion of model predictions, and gradient-based searches. Interfaced with a variety of samplers and Boltzmann solvers,PyBird-JAX provides a high-performance, end-to-end inference pipeline. Combined with a symbolic-P(k) generator, a typical Stage-4 LSS MCMC converges in minutes on a GPU. Our results demonstrate that PyBird-JAX delivers the precision and speed required for upcoming LSS surveys, opening the door to accelerated cosmological inference with minimal accuracy loss and no pretraining. In a companion paper [1], we put PyBird-JAXto use in achieving LSS marginalised constraints free from volume projection effects through non-flat measures.
{"title":"PyBird-JAX: Accelerated inference in large-scale structure with model-independent emulation of one-loop galaxy power spectra","authors":"Alexander Reeves, Pierre Zhang and Henry Zheng","doi":"10.1088/1475-7516/2026/02/016","DOIUrl":"https://doi.org/10.1088/1475-7516/2026/02/016","url":null,"abstract":"We present PyBird-JAX, a differentiable, JAX-based implementation ofPyBird, using internal neural network emulators to accelerate computationally costly operations for rapid large-scale structure (LSS) analysis. PyBird-JAX computes one-loop EFTofLSS predictions for redshift-space galaxy power spectrum multipoles in 1.2 ms on a CPU and 0.2 ms on a GPU, achieving 3–4 orders of magnitude speed-up over PyBird. The emulators take a compact spline-based representation of the input linear power spectrum P(k) as feature vectors, making the approach applicable to a wide range of cosmological models. We rigorously validate its accuracy against large-volume simulations and on BOSS data, including cosmologies not explicitly represented in the training set. Leveraging automatic differentiation,PyBird-JAX supports Fisher forecasting, Taylor expansion of model predictions, and gradient-based searches. Interfaced with a variety of samplers and Boltzmann solvers,PyBird-JAX provides a high-performance, end-to-end inference pipeline. Combined with a symbolic-P(k) generator, a typical Stage-4 LSS MCMC converges in minutes on a GPU. Our results demonstrate that PyBird-JAX delivers the precision and speed required for upcoming LSS surveys, opening the door to accelerated cosmological inference with minimal accuracy loss and no pretraining. In a companion paper [1], we put PyBird-JAXto use in achieving LSS marginalised constraints free from volume projection effects through non-flat measures.","PeriodicalId":15445,"journal":{"name":"Journal of Cosmology and Astroparticle Physics","volume":"3 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146121942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1088/1475-7516/2026/02/014
Alkistis Pourtsidou
We present updated constraints on an interacting dark energy-dark matter model with pure momentum transfer, where dark energy is in the form of a quintessence scalar field with an exponential potential. We run a suite of MCMC analyses using the DESI DR2 BAO measurements, in combination with CMB data from Planck and supernovae data from DESY5. In contrast to the standard case of uncoupled quintessence, we find that values for the potential's slope parameter λ ≥ √(2), which are conjectured by string theory scenarios, are not excluded. If λ is fixed to such a value, we find that the data favour the negative coupling branch of the model, which is the branch exhibiting late-time growth suppression. We also derive 95% upper limits on the sum of the neutrino masses, finding ∑mν < 0.06 eV (∑mν < 0.16 eV) when λ is fixed (varied). Our results motivate further studies on dynamical dark energy models that obey string theory bounds and can be constrained with cosmological observations.
{"title":"Exponential quintessence with momentum coupling to dark matter","authors":"Alkistis Pourtsidou","doi":"10.1088/1475-7516/2026/02/014","DOIUrl":"https://doi.org/10.1088/1475-7516/2026/02/014","url":null,"abstract":"We present updated constraints on an interacting dark energy-dark matter model with pure momentum transfer, where dark energy is in the form of a quintessence scalar field with an exponential potential. We run a suite of MCMC analyses using the DESI DR2 BAO measurements, in combination with CMB data from Planck and supernovae data from DESY5. In contrast to the standard case of uncoupled quintessence, we find that values for the potential's slope parameter λ ≥ √(2), which are conjectured by string theory scenarios, are not excluded. If λ is fixed to such a value, we find that the data favour the negative coupling branch of the model, which is the branch exhibiting late-time growth suppression. We also derive 95% upper limits on the sum of the neutrino masses, finding ∑mν < 0.06 eV (∑mν < 0.16 eV) when λ is fixed (varied). Our results motivate further studies on dynamical dark energy models that obey string theory bounds and can be constrained with cosmological observations.","PeriodicalId":15445,"journal":{"name":"Journal of Cosmology and Astroparticle Physics","volume":"42 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146121941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1088/1475-7516/2026/02/011
Yan-Heng Yu, Zhe Chang and Sai Wang
Dissipation is an intrinsic property of the cosmic fluid, leading to the damping of curvature perturbations at small scales. In this paper, we comprehensively study dissipative effects in gravitational waves induced by curvature perturbations, known as induced gravitational waves (IGWs). We find dissipative effects become especially significant at wavenumber k ∼ kℋ,dec where kℋ,dec corresponds to the horizon scale at the decoupling of weakly-interacting particles. They can leave characteristic features on the IGW spectrum, including a notable suppression with a “double-valley” structure at k ≲ kℋ,dec and a modified infrared behavior without logarithmic running at k ≲ k_ℋ,dec. Within the Standard Model of particle physics, dissipative effects caused by neutrinos at the nanohertz frequencies can be important in the analysis of pulsar timing array data. Furthermore, dissipation-induced features associated with possible new weakly-interacting particles can be detectable by a wide range of gravitational-wave experiments, serving as a promising probe of new physics at extremely high energy scales. As an extension, we also discuss dissipative effects in the presence of primordial non-Gaussianity and their impacts on the anisotropies of IGWs and the poltergeist mechanism. These dissipative effects not only provide a more realistic description of IGWs but also exhibit rich phenomenology and profound physical implications, opening a new window into understanding the early Universe and fundamental physics.
耗散是宇宙流体的固有特性，导致小尺度曲率扰动的衰减。本文全面研究了曲率扰动诱导引力波中的耗散效应，即诱导引力波。我们发现耗散效应在波数k ~ k h时变得特别显著，其中k h对应于弱相互作用粒子解耦时的视界尺度。它们可以在IGW光谱上留下一些特征，包括在k > k h h h处具有明显的“双谷”结构的抑制，以及在k > k h h h h h处没有对数运行的改进的红外行为。在粒子物理的标准模型中，由纳赫兹频率的中微子引起的耗散效应在脉冲星定时阵列数据的分析中是重要的。此外，耗散诱导的特征与可能的新弱相互作用粒子相关，可以通过广泛的引力波实验检测到，作为在极高能量尺度上的新物理的有希望的探针。作为扩展，我们还讨论了原始非高斯性存在下的耗散效应及其对igw各向异性的影响和鬼扰机制。这些耗散效应不仅提供了对igw更为真实的描述，而且展现了丰富的现象学和深刻的物理含义，为理解早期宇宙和基础物理学打开了一扇新的窗口。
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