High Energy Physics (Phenomenology)
Axion Isocurvature Perturbations Survive the Scaling Evolution of Axion Domain Walls
Naoya Kitajima, Junseok Lee, Kai Murai et al. (+2 more)
We revisit the
evolution of
axion domain walls seeded by inflationary fluctuations. In our previous work, we showed that such domain-wall networks retain superhorizon correlations even after entering the scaling regime. We extend our previous analysis to the case with large initial fluctuations, where many minima of the
axion potential are already populated when the
axion starts to oscillate. Although the conventional misalignment contribution can have suppressed long-wavelength isocurvature perturbations when many
vacua are averaged over,
axions produced by domain-wall collapse provide an additional contribution that can dominate when the walls enter the scaling regime before annihilation. In particular, the biased
vacuum energy released during wall annihilation inherits the superhorizon correlations of the inflationary fluctuations and transfers them to the
axion energy density. We find that sizable isocurvature perturbations can therefore survive even after the walls annihilate. We also discuss generic isocurvature constraints on dark matter produced by domain-wall collapse.
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All authors Naoya Kitajima, Junseok Lee, Kai Murai, Fuminobu Takahashi, Wen Yin
High Energy Physics (Phenomenology) · Cross-listed from physics.data-an
Unknown Unknowns: Model Misspecification in Machine Learning for Physics
Juan Cruz-Martinez, Carolina Cuesta-Lazaro, Alexander Held et al. (+1 more)
Machine learning is now a central tool for solving inverse problems in particle physics and astronomy. Models are trained on simulation and deployed on real data, raising the question not just of whether they fit, but of whether they are wrong in ways we did not anticipate: the unknown unknowns. This challenge of model misspecification is not unique to machine learning. In physics, misspecification is sometimes exactly what we want to find: new discoveries appear as failures of existing models. At other times, we want such effects absorbed into the analysis without biasing the measurement. A robust analysis is one that absorbs the misspecifications we are not interested in, while preserving sensitivity to the ones we are. Machine learning can both amplify misspecification and provide new tools to address it. We discuss the challenges of model misspecification, diagnostics for detecting it, and strategies for mitigation. No single diagnostic can confirm that a model is correctly specified: detection and mitigation are two halves of an iterative loop, in which a battery of complementary diagnostics is applied, the model is updated, and the process repeated. Robustness against unknown unknowns is ultimately less about any single technique than about a disposition: a willingness to suspect one's own model, and to design analyses that can survive being wrong in ways one did not anticipate.
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All authors Juan Cruz-Martinez, Carolina Cuesta-Lazaro, Alexander Held, Michael Kagan
High Energy Physics (Phenomenology) · Cross-listed from hep-th
Localised Horizons and Holographic Thermodynamics: Supercooling in the 1/D Expansion
Prateek Agrawal, Gaurang Ramakant Kane and Vazha Loladze
In holography, four-dimensional confining gauge theories are often modelled by five-dimensional Einstein–scalar
gravity by choosing a specific form of the scalar potential. In a large class of non-conformal theories, we show that a predictive structure emerges for the thermal confinement transition by generalising the gravitational dual to $D+1$ dimensions and using a $1/D$ expansion. These results are independent of the details of the scalar potential, hinting towards universality. The black brane geometry dual to the deconfined phase can be analytically constructed due to its effects being localised near the horizon at leading order. The solution does not exist below a minimal temperature $T_{\rm min}$ and the maximum possible supercooling in the transition $\epsilon_{\rm sc} = 1-T_{\rm min}/T_{\rm c}$ is generically suppressed by a factor of $1/D^2$. Remarkably, the maximum supercooling at the leading order is set by the speed of sound in the deconfined phase of the gauge theory at the critical temperature, $\epsilon_{\rm sc}=c_s^2(T_{\rm c})/2$. These predictions agree with explicit calculations in an exponential superpotential, improved holography, and the thermal transition in $\mathcal{N}=4$ super Yang–Mills on a sphere.
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High Energy Physics (Phenomenology)
Kinematic Fingerprints of a Nucleon-Triggered $V_{\mathcal{B}}$ in Rare $\eta^{(\prime)}\to\pi^0(\eta)\gamma\gamma$ Decays on Nucleon Targets
Yaroslav Balytskyi
The nucleon-triggered vector
boson $V_{\mathcal B}$ is a hypothetical particle motivated by a statistically significant discrepancy between the KLOE measurement, $\mathrm{BR}^{\eta\rightarrow\pi^{0}\gamma\gamma}_{\text{KLOE}} = \left(0.98\pm0.11_{\text{stat}}\pm0.14_{\text{syst}}\right)\times10^{-4}$, and the current world average, $\left(2.55\pm0.22\right)\times10^{-4}$, dominated by MAMI photoproduction data. This hypothetical new interaction is activated by external nucleons, causing deviations from the Standard Model predictions, while leaving leptonic measurements, such as KLOE and BESIII, unaffected. We embed this mechanism in representative MAMI- and JEF-like photoproduction settings, deriving distinctive and directly testable kinematic and cut-dependent signatures to quantify small differences between the two regimes. One such signature is a small predicted population of events beyond the nominal on-shell boundaries of the $\gamma\gamma$ and $\pi^0\gamma$ spectra, containing 4–23 events in a sample of 1200, depending on the selection window. These events correlate with the recoil
proton kinematics, and the polar angle relative to the on-shell hypothesis can reach $\lesssim -5^\circ$ at MAMI energies, but only $\approx -0.2^\circ$ at JEF. For identical selection windows, the JEF-like effective branching fraction exceeds the MAMI-like prediction by less than $1\%$, while widening the window increases both predictions by up to $\sim4\%$. Both energy regimes produce a similar upward shift of the mean reconstructed mass, $\langle M_{\pi^0\gamma\gamma}\rangle-m_\eta\simeq +2$–$7~\mathrm{MeV}$. Finally, we identify representative $V_{\mathcal B}$-induced
topologies that could contribute to recently reported discrepancies in the angular distributions of $\gamma d\to\pi^0\eta d$ and $\gamma d\to\pi^0\pi^0 d$, leaving their quantitative investigation to future work.
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High Energy Physics (Phenomenology)
A pion-driven near-threshold enhancement in the $\pi\,T_{cc}$ system
Pedro Brandão, Jorgivan Morais Dias and Luciano M. Abreu
Hadronic molecules are commonly viewed as products of near-threshold two-body dynamics. We investigate whether an experimentally established molecule can also serve as a building block for a more complex exotic
hadron by studying pion scattering off $T^+_{cc}(3875)$. Treating $T_{cc}$ as a correlated isoscalar $D D^*$ molecular cluster, we describe the resulting $\pi D D^*$ dynamics in the $I(J^P)=1(1^-)$ channel within the Fixed Center Approximation to the Faddeev equations. The full three-body amplitude develops a pronounced enhancement slightly above the $\pi T_{cc}$ threshold, centered at $M_{\rm peak}\simeq 4055$~MeV, with an apparent width of approximately $60$~MeV. The associated behavior of the real and imaginary parts of the amplitude is compatible with a resonant-like interpretation. These results show that the lightest
hadron can play an active dynamical role in promoting an observed hadronic molecule into a building block of a heavier near-threshold structure generated by the three-body dynamics. We propose searching for this enhancement in the $T_{cc}\pi$ invariant-mass distribution, particularly through the $D^0D^0\pi^+\pi^-$ final state.
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High Energy Physics (Phenomenology) · Cross-listed from astro-ph.CO
Higher-Order Analytical Expansion of Thawing Dark Energy with an Exponential Potential
Naoto Maki and Kazunori Kohri
Motivated by recent DESI results suggesting dynamical dark energy, we investigate the thawing scenario in quintessence with an exponential potential, $V=V_0e^{-\lambda\phi/m_{\mathrm{pl}}}$, by analytically expanding the deviation of the equation of state parameter $w_{\phi}$ from $-1$ in powers of $\lambda$. In addition to the previously known leading-order result at $O(\lambda^2)$, we derive the $O(\lambda^4)$ correction as a function of the density parameter $\Omega_\phi$. We show that a consistent determination of the
redshift dependence of $w_\phi$ through $O(\lambda^4)$ requires corrections to the background expansion. We obtain the required correction by expanding $\Omega_\phi$ in powers of $\lambda$ around its $\Lambda\mathrm{CDM}$ value. Comparison with numerical solutions demonstrates that the $O(\lambda^4)$ expansion provides a more accurate approximation than the leading-order result. Our analytical approximation, which consistently incorporates the $O(\lambda^4)$ correction, will provide a potentially useful tool for distinguishing the exponential quintessence model from other dark energy models in future observations.
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High Energy Physics (Phenomenology)
Critical behavior and critical exponents of rotating QCD matter
Kai Xiao, Fei Sun, Shuang Li et al. (+1 more)
We investigate the thermodynamic properties and critical behavior of rotating strongly interacting matter within the two-flavor Nambu–Jona-Lasinio model. The phase structure and critical endpoint (CEP) are determined in the temperature-angular-velocity \((T,\omega)\) plane. Exploiting the thermodynamic conjugacy between the angular velocity \(\omega\) and rotational polarization \(J\), we characterize the CEP through complementary thermal, coexistence, susceptibility, and critical-isotherm responses. The corresponding effective critical exponents are extracted along distinct thermodynamic trajectories and are found to be consistent with \(\alpha_\omega\simeq0\), \(\beta_\omega\simeq1/2\), \(\gamma_\omega\simeq1\), and \(\delta_\omega\simeq3\). These exponents are numerically compatible with the standard scaling relations and form a mutually consistent Landau mean-field scaling pattern. Our results establish a coherent thermodynamic characterization of the rotation-induced CEP and demonstrate how its singular behavior is encoded in rotational response observables associated with the conjugate pair \((\omega,J)\).
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All authors Kai Xiao, Fei Sun, Shuang Li, Xun Chen
High Energy Physics (Phenomenology) · Cross-listed from hep-ex
MANGO: An Autodiff Neutrino Oscillation Engine for Differentiable Analysis Pipelines
Pierre Granger
Computing
neutrino oscillation probabilities is a solved problem; computing their derivatives is not. We present MANGO (MANGO: A
Neutrino Gradient Oscillator), a composable oscillation engine in which every computed quantity is differentiable with respect to all inputs, including propagation geometry, detector depth, and individual Earth-shell densities. None of these quantities appear in traditional analytic probability formulas. The engine supports
vacuum, constant-density, layered-PREM, arbitrary-profile, and adiabatic solar propagation, alongside front-ends for non-standard interactions, 3+N sterile states, decoherence, and non-
unitary mixing. Because reverse-mode cost depends on output rather than input dimension, evaluating sensitivities incurs a constant 2.5-3x forward-pass overhead. As a result, calculating sensitivities for all 369 density, electron-fraction, and shell-radius parameters of a layered Earth costs no more than the 6 standard oscillation parameters. By maintaining exact sensitivity signals, MANGO allows gradients to flow continuously past the probability stage and through detector response, event weighting, binning, and likelihoods. We demonstrate this on a stylized Earth-
tomography analysis. In a single pass, MANGO computes the marginalized uncertainty on a six-zone radial density model and, by differentiating through the inverse Fisher
matrix, evaluates its sensitivity with respect to detector angular resolution. This provides an experimental-design metric unreachable using traditional analytic probability formulas. Three-flavor and layered-Earth probabilities match external
benchmarks (OscProb, NuFast-Earth) to within 10^-9 to 10^-5, while all forward models, BSM limits, and differentiation paths are verified against exact analytic solutions and finite differences.
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High Energy Physics (Phenomenology)
Non-perturbative quark production and transport in the evolving glasma: the WAGASHI event generator
Nicholas J. Benoit, Chiho Nonaka and Hidetoshi Taya
We study non-perturbative
quark-antiquark pair production and the subsequent
quark dynamics in the earliest glasma stage of relativistic heavy-ion collisions. For that, we develop a new model, WAGASHI (Wong-precessing Anisotropic Glasma And ScHwinger-produced Initial-conditions), which combines classical Yang-Mills glasma
evolution, Wong-equation transport, and Schwinger pair production on an event-by-event basis. We find that a sizeable number of
quarks, comparable to the final
hadron yields, are produced already during the glasma stage and subsequently undergo substantial momentum broadening and
spin randomization, suggesting a significant contribution toward the early equilibration of the
quark-gluon
plasma. We also determine the event-by-event distributions of baryon number, electric charge, strangeness, and
spin polarization in Pb-Pb and O-O collisions at LHC energies, finding particularly large fluctuations in the smaller O-O system. These results provide dynamical initial conditions for the subsequent hydrodynamic
evolution of the
quark-gluon
plasma.
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High Energy Physics (Phenomenology)
Magnetization and Magnetic Field-Induced Correction: Implications for QGP Thermal Photon Production in Magnetohydrodynamic
Jing Jing, Duan She and Ze-Fang Jiang
We investigate thermal
photon emission from magnetized
quark-gluon
plasma (QGP) within (1+1)-dimensional relativistic magnetohydrodynamics (MHD), systematically incorporating
magnetic susceptibility $\chi_m$—encompassing both constant and
lattice-QCD-derived temperature-dependent $\chi_m(T)$ parametrizations—and weak-field
quantum corrections to
quark distribution functions $f_{\rm EM}$. Employing the Pu-Bjorken MHD framework, we calculate
photon production rates from Compton scattering, $q\bar{q}$ annihilation, bremsstrahlung, and annihilation with rescattering, and integrate these over the QGP spacetime
evolution to obtain transverse momentum ($p_T$) spectra. Our results demonstrate that
photon yields are predominantly governed by the initial
magnetic field strength and its temporal decay profile, with $\chi_m$ exerting negligible influence in the explored parameter space. In contrast, the weak-field correction $f_{\rm EM}$ induces a distinct enhancement in thermal
photon production at intermediate $p_T$. This work establishes a rigorous theoretical framework for quantifying electromagnetic observables in magnetized QGP and provides the foundation for future dissipative MHD studies incorporating
spin-magnetization dynamics.
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High Energy Physics (Phenomenology) · Cross-listed from hep-th
Frame-dependency of the confinement temperature in a strongly-coupled plasma under rotation: a holographic description
Nelson R. F. Braga and Alexsandre L. Ferreira Jr
Recently, it was demonstrated that the disagreement between
lattice calculations and holographic models, regarding rotational effects in the
quark-gluon
plasma (QGP), occurs due to different choices of reference frames. While a static observer measures a confinement temperature that decreases with rotation, one in a co-rotating frame finds the opposite behavior. Both results are correct, and a comprehension of the frame-dependency of the critical temperature is a significant step in the description of the QGP under rotation. In this article, we generalize this previous holographic result by describing the
plasma through the most general Myers-Perry black hole solution. This breaks the spherical
symmetry present in the equal angular momentum case, considered before. As a consequence, the local temperature measured by a co-rotating observer has a non-trivial angular dependence: it can decrease, increase or even behave non-monotonically when rotational velocity increases.
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High Energy Physics (Phenomenology) · Cross-listed from gr-qc
Long-term 3+1 simulations of primordial black hole formation during radiation domination
Zhuan Ning, Rong-Gen Cai, Shao-Jiang Wang et al. (+1 more)
We develop an efficient three-dimensional numerical-relativity framework for primordial black-hole (PBH) formation from superhorizon
curvature perturbations in a radiation-dominated Universe. We implement flux-conservative relativistic hydrodynamics in the adaptive-mesh-refinement code GRChombo and introduce a cosmologically scaled Gamma-driver that allows the
cosmic-time step to grow in proportion to the scale factor. For a representative long-term simulation, the scaled driver preserves the apparent-horizon mass
evolution and constraint behavior while reducing the number of coarse-level advances by a factor of approximately $94$ relative to the standard driver. We also construct a conformal-time version of the moving-puncture gauge as an independent check. Applying the framework to a spherical Gaussian
curvature profile, we find a collapse threshold $0.79578 < \mu_c < 0.79580$ and a critical exponent $\gamma \simeq 0.3559$, consistent with previous spherically symmetric results. We further fit the late-time PBH mass growth to the Zel'dovich–Novikov
accretion law, demonstrating that the code can follow both near-critical collapse and long-term post-formation
evolution in three dimensions. The framework provides a foundation for future studies of PBH formation beyond spherical
symmetry.
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All authors Zhuan Ning, Rong-Gen Cai, Shao-Jiang Wang, Chul-Moon Yoo
High Energy Physics (Phenomenology)
Decay widths of radially excited vector mesons of the $U(3)$ nonet with production of three pseudoscalar mesons in the extended NJL model
M. K. Volkov, A. A. Pivovarov and K. Nurlan
In the extended NJL model, the decays of the first radially excited vector
mesons $\rho'$,$\omega'$, $\phi'$ and ${K^*}'$ with production of $3P$, where $P=K,\pi,\eta$ are calculated. The box channels and the channels with intermediate vector
mesons in the ground and first radially excited states are considered. The obtained results can be considered as predictions for future experiments.
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High Energy Physics (Phenomenology)
Newtrinos.jl: A Julia Package for Global Analysis of Neutrino Data
Philipp Eller and David Schultheiß
Newtrinos.jl is an open-source Julia package for performing global analyses of
neutrino data. It provides a modular, three-layer architecture that separates physics models, experiment descriptions, and statistical inference into independent modules. This allows researchers to freely combine experiments and test them against a variety of theoretical models. New experiments and physics models can be added without modifying core code. Full statistical forward models including all relevant systematic uncertainties are implemented for each experimental
dataset, defining both the likelihood and the data-generating process and enabling modern statistical inference workflows. The framework is composable, making it straightforward to construct joint likelihoods over multiple
datasets. Physics and nuisance parameters can be merged, correlated, or decorrelated across experiments to ensure consistency in the joint fit. The package supports Frequentist and
Bayesian inference and is parallelizable across CPU threads or distributed workers. Written entirely in Julia, all models are automatically differentiable, enabling exact gradient computation.
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High Energy Physics (Phenomenology)
Entropy from inclusive scattering
M.A.Braun
Introduction of probabilities from multiple inclusive cross-sections is studied in the
unitary pomeron exchange models with no interaction between the pomerons themselves. Discrepancy is observed between the emerging inelasic cross-section and the one following from unitarity. It diminishes with energy and disappears in the high-energy limit. Probabilities and
entropy are calculated numerically. As a function of energy squared $s$ the
entropy grows as \ln\ln s rather than as \ln s, contrary to naive predictions. For the BFKL pomeron the
entropy abruptly changes its slope in the rapidity region where consistency of the modelis is approximately restored
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High Energy Physics (Phenomenology) · Cross-listed from astro-ph.CO
X-ray signals converted from high-frequency gravitational waves emitted by spinning light primordial black hole dark matter
Asuka Ito and Kazunori Kohri
We investigate the detectability of high-frequency gravitational waves from the superradiance of light primordial black hole dark matter through
photons converted in the Galactic
magnetic field. We find that the signal is significantly enhanced in the X-ray frequency range around $10^{18}$Hz. For clustered initial conditions, future X-ray observations may detect the converted
photons from primordial black holes in the mass range $10^{-15}M_{\odot} \sim 10^{-13}M_{\odot}$. Our results indicate that future X-ray observations could provide a new probe of light primordial black hole dark matter through high-frequency gravitational waves.
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High Energy Physics (Phenomenology)
In-medium properties of $D$ and $D^*$ mesons in magnetized isospin asymmetric nuclear matter
Saksham Sharma, Dhananjay Singh, Suneel Dutt et al. (+2 more)
We investigate the impact of an external
magnetic field on the in-medium properties of pseudoscalar ($D^0,D^+,D_s$) and vector ($D^{0*},D^{+*},D_{s}^{*}$)
mesons in isospin asymmetric nuclear matter at finite temperature using a hybrid theoretical framework combining the chiral SU(3)
quark mean-field (CQMF) model and the light-front
quark model (LFQM). The medium-modified constituent
quark masses, obtained from the CQMF model by including the magnetized Dirac sea contribution and anomalous
magnetic moments of nucleons, are used as input to the LFQM calculations of
meson masses, weak decay constants, and leading-twist distribution amplitudes. We further incorporate the Landau quantization of the charged
mesons restricted to the lowest Landau level, while
magnetic field induced pseudoscalar-vector mixing is taken into account for each $D$-$D^{*}$ doublet. We find that the external
magnetic field enhances the effective masses and decay constants of both pseudoscalar and vector $D$
mesons by
magnetic catalysis, while increasing baryon density generally induces an attractive mass shift and suppresses the decay constant and distribution amplitudes. The Landau level contribution further enhances the effective masses of the charged
mesons, whereas the pseudoscalar-vector mixing produces a level repulsion, shifting the vector
meson masses upward and the pseudoscalar
meson masses downward. The interplay between
magnetic field and density effects gives rise to a nontrivial medium behavior of heavy-light
meson properties, with isospin asymmetry further inducing a small but systematic mass splitting across all the
meson states considered. These results provide useful insights into heavy-flavor dynamics in strongly interacting matter and are relevant to ongoing and future studies at FAIR, NICA, and J-PARC.
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All authors Saksham Sharma, Dhananjay Singh, Suneel Dutt, Harleen Dahiya, Arvind Kumar
High Energy Physics (Phenomenology)
Topological diagrams of $\Omega^0_c$ decays in the $SU(3)_F$ limit
Ying-Xin Lai and Di Wang
The $\Omega^0_c$ baryon is unique among charmed sextet baryons because it decays through the weak interaction. In this work, we investigate the topological amplitudes of $\Omega_c^0$ decays in the $SU(3)_F$ limit. The complete set of tree- and penguin-induced diagrams contributing to $\Omega_c^0$ decays into decuplet and octet baryons is presented. The linear relations between the topological amplitudes and the $SU(3)$ irreducible amplitudes are derived through tensor analysis. Several isospin relations are obtained, and additional relations are derived to test the Körner-Pati-Woo
theorem.
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High Energy Physics (Phenomenology) · Cross-listed from gr-qc
Cosmological Vacuum Decays from Schwinger-Keldysh Formalism
Zi-Yan Yuwen
In this work, we take a first step to a
stochastic real-time description of the
vacuum phase transitions in a radiation-dominated FLRW universe from the Schwinger-Keldysh formalism. By splitting the phase transition field $\Phi$ into the long-wavelength mode $\phi$ and the short-wavelength mode $\sigma$ and tracing over the latter as the environment, we obtain a classical Langevin-type equation-of-motion for the long-wavelength field $\phi$, where the
quantum effects are encoded in a non-Markov
memory kernel and a non-Gaussian noise. As a phenomenological example, we start from a
polynomial potential and a thermalized initial state, and study the structure of the
memory kernel as well as the correlation functions of the noise term. Further extensions remain possible to describe the whole dynamics of cosmological first-order phase transitions via numerical simulations.
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High Energy Physics (Phenomenology)
Scalar induced gravitational waves as probes of dark QCD
Wan-Zhe Feng, Ao Li and Jing-Zhi Zhou
We investigate scalar induced gravitational waves (SIGWs) as probes of a dark QCD crossover. Motivated by twin
Higgs and asymmetric twin baryon dark matter scenarios, we consider a dark QCD sector with a confinement scale approximately 5.5 times the Standard Model (SM) QCD scale. We construct the effective energy and
entropy degrees of freedom for the SM supplemented by dark QCD sectors containing either three light dark
quark flavors or all six dark
quark flavors. The resulting equation of state parameter and sound speed are then used to solve the first-order scalar perturbations and the second-order SIGWs through the SM and dark QCD crossover epochs. For a monochromatic primordial
curvature power spectrum, we first demonstrate that the realistic SM thermal history modifies the SIGW spectrum relative to the idealized radiation-dominated case. We then show that a dark QCD crossover generates an additional frequency-shifted distortion when the enhanced scalar mode reenters the horizon near the dark confinement scale. This distinctive feature can therefore serve as a characteristic signature of the dark QCD sector. Our results demonstrate that SIGWs provide a complementary cosmological probe of hidden confining sectors, with characteristic spectral features shifted to higher frequencies relative to the SM QCD imprint. The analysis developed in this work can also be extended to other well-motivated theories containing different dark confining sectors.
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