High Energy Physics (Phenomenology) · Cross-listed from astro-ph.SR
A Data-Driven Model for $r$-Process Production Patterns
Chen-Qi Li, Yong-Zhong Qian, Axel Gross et al. (+1 more)
Using the elemental abundances in 68 metal-poor (MP)
stars, we present a data-driven model for $r$-process production patterns covering Sr to U. We show that essentially all the $r$-process patterns in those and other test
stars can be adequately explained as mixtures of Patterns 1 and 2, which provides theoretical insights into the empirical categories of limited-$r$, $r$-I, and $r$-II
stars. We carry out an extensive survey of the yield templates produced by parametric $r$-process calculations. We propose that Pattern 2 may be dominated by a single template and points to regularity in $r$-process production by a subset of
neutron star mergers (NSMs), while Pattern 1 is the average superposition of multiple templates and reflects production by other NSMs and perhaps also some magneto-rotational
supernovae. We raise possible systematic issues with abundance ratios for elements measured in different ionization states, and highlight the need for examining the Os, Ir, and Pt measurements for HD~122563, which is dominated by Pattern 1 with a prominent Pt peak in our model. If this result is confirmed, the meaning of the limited-$r$ category requires drastic revision. Further measurements of a wider range of $r$-process elements in a larger sample of MP
stars are critical to test and improve our model.
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All authors Chen-Qi Li, Yong-Zhong Qian, Axel Gross, Zewei Xiong
High Energy Physics (Phenomenology)
Two-Stage Machine Learning Strategy for Scalar and Vector Leptoquark Discrimination at the LHC
Ernesto Arganda, Martín de los Rios, Andres D. Perez et al. (+2 more)
We present a machine learning framework for the characterization of leptoquark (LQ) signals at the Large
Hadron Collider, focusing on the discrimination between scalar (SLQ) and vector (VLQ) hypotheses. The method is based on a two-stage inference pipeline that combines a classifier trained to separate Standard Model backgrounds from a mixed LQ signal with a second classifier designed to distinguish between SLQ and VLQ scenarios, using the signal yield inferred from the first-stage classifier to guide the corresponding scalar and vector mass hypotheses. A test statistic is constructed from the classifier outputs and interpreted using reference probability density functions. The approach is applied to realistic LHC final states with hadronically decaying tau leptons, multiple jets, and missing transverse momentum, and its performance is assessed using simulated pseudo-experiments. We show that the proposed strategy provides a robust and statistically consistent procedure to discriminate between SLQ and VLQ signals across a wide range of masses and signal stregths. We find that the
spin identification power closely follows the discovery potential, demonstrating that determining the
spin nature of a newly discovered LQ does not require substantially larger
datasets than those needed for discovery itself.
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All authors Ernesto Arganda, Martín de los Rios, Andres D. Perez, Rosa M. Sandá Seoane, Alejandro Szynkman
High Energy Physics (Phenomenology) · Cross-listed from nucl-th
Probing Dense Nuclear Matter at Small-x: A workflow for a global analysis framework
Junaid S. Khan, Rebecca L. Lustberg, Fredrick Olness et al. (+3 more)
The dipole model provides a powerful framework for describing high-energy nuclear interactions, particularly in the regime of dense gluonic matter. However, accurately evolving the dipole–
nucleus scattering amplitude remains a major computational challenge because it is governed by nonlinear QCD
evolution equations. To address this, we investigate a machine learning (ML) model as an efficient surrogate for the conventional numerical
evolution. These ML-based approximations dramatically reduce the computational cost of global analyses while maintaining the accuracy required to describe a broad range of experimental data. We systematically evaluate the ML results for accuracy, computational efficiency, and ability to capture essential features of dipole
evolution in nuclear environments. These computational advancements will enable global analyses of diverse
datasets within both the dipole and parton model frameworks, providing a more rigorous probe of nuclear structure in the dense regime. Comparing both descriptions within a common fitting framework can provide precise constraints on the gluon distributions and advance our understanding of the
quark and gluon structure of
nuclei, particularly in the small-x region.
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All authors Junaid S. Khan, Rebecca L. Lustberg, Fredrick Olness, Peter Risse, Bjoern Schenke, Brandon Stevenson
High Energy Physics (Phenomenology)
Radiative Corrections and Reheating in Supergravity Models of Inflation
John Ellis, Tony Gherghetta, Kunio Kaneta et al. (+2 more)
We consider the effects of radiative corrections in Starobinsky-like models of inflation, concentrating on models of inflation formulated in N=1 no-scale supergravity. Inflaton couplings to matter fields are necessary for reheating and these have an impact on loop corrections to the inflaton potential. Whilst corrections due to the supergravity couplings of the inflaton to Standard Model (MSSM) fields are negligible, we use Planck data to obtain interesting constraints on GUT bilinear couplings, vevs, and gauge
boson masses that could be sharpened by future CMB measurements.
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All authors John Ellis, Tony Gherghetta, Kunio Kaneta, Wenqi Ke, Keith A. Olive
High Energy Physics (Phenomenology)
Magnetic field-induced enhancement and quenching of Urca emission in quark matter
William Gyory and Igor A. Shovkovy
Using first-principles field-theoretic methods, we investigate
neutrino emission from strongly magnetized dense
quark matter under conditions relevant to compact
stars. We account for Landau-level quantization of both electron and
quark states and show that it strongly modifies the kinematics of Urca processes. In particular,
quark quantization restricts the available phase space in which both
quark and electron energies can simultaneously lie near their respective Fermi surfaces. At moderately strong
magnetic fields, before pronounced
quark quantization sets in, the emission rate tends to increase on average with increasing field strength. In the regime of very strong fields, however, the increasingly restricted phase space first gives rise to Shubnikov–de Haas-type oscillations and then to resonance-like spikes near a discrete sequence of Urca-resonant
magnetic field values, separated by regions of strong suppression. Finally, the emission rate becomes nearly completely quenched once $|eB| \gtrsim 6\mu_{e}\mu_{u}$, corresponding to approximately $B\gtrsim 1.5\times 10^{19}~\mbox{G}$ for the representative set of model parameters considered. We also find significant anisotropy in the longitudinal momentum emission near the Urca-resonant
magnetic field values.
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High Energy Physics (Phenomenology) · Cross-listed from hep-th
Subleading Collinear Limits of Yang-Mills Amplitudes from Gravity
Jin Dong and Stephan Stieberger
We show that the subleading collinear sector of Yang-Mills (YM) amplitudes is controlled by ordinary Einstein-Yang-Mills (EYM) amplitudes and their higher-derivative corrections. The complete set of strict subleading collinear limits associated with an equal-helicity collinear pair can be extracted from open-closed string disk amplitudes. The latter generate $\frac12 (n-3)!$ BCJ-like relations with non-linear kinematic coefficients, reducing the $(n-3)!$ collinear data to a basis of dimension $\frac12 (n-3)!$. This reduced basis can be represented by gravitational amplitudes in EYM theories and by their higher-derivative open-string corrections. At multiplicity $n$ this gravitational basis consists of the $(n-4)!$ independent EYM subamplitudes together with $\frac12 (n-5)(n-4)!$ higher-order corrections involving one graviton and $n-2$ gluons. The resulting decomposition is governed by unsigned Stirling numbers of the first kind: the ordinary EYM amplitudes correspond to the sector $\left[{n-3\atop 1}\right]$, the higher-order BCJ-like relations to even sectors $\left[{n-3\atop 2j}\right]$, and the higher-derivative EYM corrections to odd sectors $\left[{n-3\atop 2j+1}\right]$ with $j\geq 1$.
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High Energy Physics (Phenomenology)
Anomaly detection for multijet scenarios
Gregor Kasieczka, Sung Hak Lim, Louis Moureaux et al. (+3 more)
Signals of physics beyond the Standard Model continue to resist discovery at the LHC. Recent years have seen the proliferation of new anomaly detection techniques, promising discovery with significantly fewer model assumptions than traditional approaches. Strategies based on weak supervision have been especially successful, but so far were largely limited in scope by their reliance on a resonance manifesting a decay into a pair of jets. In this work, we demonstrate that a well-established idea from jet substructure physics - recursive soft drop - in combination with the CATHODE technique for anomaly detection can be used to simultaneously perform anomaly detection for signals with an arbitrary number of jets in the final state, greatly increasing the scope of such searches.
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All authors Gregor Kasieczka, Sung Hak Lim, Louis Moureaux, Tore von Schwartz, David Shih, Chitrakshee Yede
High Energy Physics (Phenomenology)
Dynamics and Frequency Conversion of Accreting Axion Clouds
Ximeng Li, Zhen Zhong, Yifan Chen et al. (+3 more)
Axion fields can form exponentially growing gravitational clouds around compact objects through self-interaction-driven relaxation of ambient
axion waves. As the field amplitude approaches the
axion decay constant, nonlinear effects become important. We identify two distinct regimes of late-time
evolution, determined by the gravitational fine-structure constant and the cloud growth rate: a Bosenova regime, characterized by collapse accompanied by explosive
axion bursts, and a saturation regime, in which self-interaction-induced
axion emission balances
accretion. In the latter regime, the emitted
axion radiation exhibits stable discrete spectral lines at odd multiples of the bound-state energy, directly probing the global structure of the
axion potential beyond its quadratic minimum. We show that single-cosine potentials and QCD
axion-like potentials predict distinct emission spectra, enabling probes of the underlying
axion self-interaction structure and its ultraviolet completion through terrestrial detection of relativistic
axion fluxes from compact objects.
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All authors Ximeng Li, Zhen Zhong, Yifan Chen, Yue Zhao, Hidetoshi Omiya, Vitor Cardoso
High Energy Physics (Phenomenology)
The recasting bound atlas on pair production of vector-like quarks
Thomas Flacke and Manuel Kunkel
We present a comprehensive recasting study of pair production of vector-like
quarks. We consider decays of vector-like
quarks into third generation
quarks and Standard Model
bosons or exotic top-philic scalars. We derive recasting bounds on all 43 combinations of decay channels. Using the efficiencies of each channel, we obtain combined limits across decay channels by adding up the contributions to each signal region. A data base of recasting results along with example codes is published, allowing for application to different models without the need for rerunning recasting tools. We demonstrate the utility of the data base by setting bounds on several sample models.
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High Energy Physics (Phenomenology)
Searching for Axions on a Higher Note: Third-Harmonic Generation from Colliding High-Intensity Laser Beams
Ashis Paul, Leone di Mauro Villari, Davide Tedeschi et al. (+3 more)
We propose a new laboratory strategy to generate and detect
axion-like particles via third-harmonic generation induced by two non-collinear, polarised high-intensity
laser beams of peak intensity of the order of $10^{24}\,\mathrm{W/cm^2}$, where the third-harmonic signal is generated by the
axion field. Starting from the
axion-modified Maxwell equations, we analytically derive the
axion-induced third-harmonic field, and show that by using state-of-the-art petawatt
laser facilities, a detectable signal can be obtained over a broad range of
axion masses and couplings. A key feature of the setup is that the
axion-
photon conversion rate can be resonantly enhanced by tuning the angle between the two beams through a mechanism that does not depend on the physical volume of the apparatus. The proposed configuration may therefore probe an unexplored region of
axion parameter space and pave the way for next-generation high-power
laser-based
axion searches.
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All authors Ashis Paul, Leone di Mauro Villari, Davide Tedeschi, Carino Ferrante, Luca Di Luzio, Andrea Marini
High Energy Physics (Phenomenology)
Neutrino Electroweak Couplings and the Neutrino Fog at Belle II
Carlos Henrique de Lima, David McKeen, Afif Omar et al. (+1 more)
The mono-
photon process $e^+e^- \to \gamma+\mathrm{invisible}$ at Belle II probes both invisible new states and the electroweak couplings of
neutrinos. In this work, we study the process $e^+e^- \to \gamma\nu\bar{\nu}$, finding that Belle II with the full expected
dataset can determine the
neutrino-sensitive effective weak mixing angle to a 3.6$\%$ relative statistical precision, competitive with existing
neutrino probes at other energy scales. Polarized beams, as proposed for the Chiral Belle upgrade, separate the neutral- and charged-current contributions and provide independent access to each, giving a handle on the chiral structure of the
neutrino gauge interactions. The same process is an irreducible background to dark
boson searches, producing a
neutrino fog once the luminosity exceeds 1 ab$^{-1}$.
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All authors Carlos Henrique de Lima, David McKeen, Afif Omar, Douglas Tuckler
High Energy Physics (Phenomenology)
Solar Spin-Dependent Dark Matter-Neutron Cross Section Constraints: The Lost Case
Thong T.Q. Nguyen, Carlos Blanco and Tim Linden
The Sun has long served as a natural dark matter detector, capturing
halo particles that scatter with solar
nuclei and electrons and subsequently produce indirect signals from dark matter annihilation that can be probed by either
neutrino or $\gamma$-ray instruments. Previous efforts have computed cross-section constraints for dark matter scattering with electrons, as well as
spin-independent and
spin-dependent dark matter-
proton scattering. However, the
spin-dependent dark matter-
neutron scattering scenario has been neglected, despite its importance in direct detection. For the first time, we compute the capture and evaporation rates for
spin-dependent dark matter-
neutron scattering in the Sun, including odd-
neutron isotope targets in the current standard solar model. Comparing the predicted annihilation signals against current
neutrino and $\gamma$-ray observations, and projecting the reach of upcoming detectors, we find that solar constraints exceed direct detection limits for several annihilation channels. For models in which the dark matter annihilates into long-lived mediators, these constraints can extend below the
neutrino fog.
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High Energy Physics (Phenomenology)
Reining in an Agentic Harness for High Energy Physics
Tony Menzo, George T. Fleming, Konstantin T. Matchev et al. (+2 more)
Agentic systems now address tasks across theoretical, phenomenological, and experimental high energy physics (HEP), but their scientific capabilities remain difficult to reuse across different large
language models, providers, and harnesses. We argue that stable parts of these workflows should be promoted into versioned scientific operations and exposed through common protocols. Existing general-purpose harnesses can then be specialized for HEP through task-specific sets of tools and skills, while community-maintained registries would make these capabilities discoverable and citable. We identify mismatches in conventions, assumptions, and domains of validity among independently developed operations as a potential obstacle to their composition, and discuss machine-readable scientific contracts as one possible solution. These design principles and evaluation guidelines provide a near-term path toward a portable and community-maintained agentic harness for HEP.
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All authors Tony Menzo, George T. Fleming, Konstantin T. Matchev, Stephen Mrenna, Alexander Roman
High Energy Physics (Phenomenology)
Quantum Simulation of Markovian and Non-Markovian Open Quantum Dynamics in Heavy-Ion Collisions
Doojin Kim and Balbeer Singh
We present a
quantum computing framework for simulating open-
quantum-system approaches based on Markovian and non-Markovian dynamics, which is relevant to heavy-ion collisions. To simulate the non-Markovian
evolution on
quantum computers, we introduce an auxiliary two-level pseudomode that carries the
memory forward and couples to both the subsystem and the residual Markovian bath. We explicitly show that tracing out the pseudomode reproduces the non-Markovian
evolution with the exact
memory kernel. Moreover, in the relevant time scale hierarchy, the
quantum circuit construction of the pseudomode smoothly converges to the Markovian limit. For a given bath
memory kernel, our results demonstrate the feasibility of
quantum simulations of both Markovian and non-Markovian dynamics, establishing a framework for future studies of hard probes such as jets, heavy
quarks, and quarkonia in heavy-ion collisions.
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High Energy Physics (Phenomenology) · Cross-listed from gr-qc
Evolution of Cosmic String Loops under Gravitational Backreaction
Lasse Gerblich, Richard A. Battye and E.P.S. Shellard
Nambu-Goto
cosmic string loops generically develop cusps, points where the string momentarily reaches the speed of light. These cusps produce strong gravitational wave bursts with a characteristic strain spectrum $\tilde{h}(\omega)\propto (G\mu)\,\omega^{-4/3}$, making them
prime targets for gravitational wave searches, where $\mu$ is the string mass per unit length. However, this picture is modified when one accounts for gravitational backreaction. Using a convenient gauge, we reformulate the Nambu-Goto equations of motion for a loop moving in its own dynamically sourced gravitational field, enabling the first continuous numerical
evolution of loops under this backreaction. A key finding is that locally cusps survive backreaction. Nevertheless, the gravitational waveform calculated in this formalism is significantly modified, weakening the cusp burst and introducing a high-frequency cutoff at $f_c\propto(G\mu)^{-3/2}$. This suppression above $f_c$ reduces the expected signal-to-noise ratio in current and near-future detectors relative to unperturbed waveform predictions.
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High Energy Physics (Phenomenology)
From Threshold Crossing to Wave-function Renormalization: Defining the Pion Mott Temperature in a Magnetic Field
Sidney S. Avancini, Maximo Coppola, Dyana C. Duarte et al. (+3 more)
We investigate the dissociation of the neutral pion in hot magnetized
quark matter within the two-flavor Nambu–Jona-Lasinio model. At zero
magnetic field, the Mott temperature is conventionally determined by $m_{\pi^0}(T_{\rm Mott})=2M(T_{\rm Mott})$, above which a real pole ceases to exist. At finite
magnetic field, Landau quantization replaces this single threshold by a hierarchy of
quark–antiquark continua and generates multiple solutions of the pion pole equation, rendering a direct threshold-crossing criterion ambiguous since a real pion solution below the lowest nominal threshold always exists. We therefore propose to define the
magnetic Mott temperature through the inflection point of the pion wave-function renormalization factor $Z_{\pi^0}(T,eB)$ of that lowest pole, corresponding to the fastest loss of its spectral function strength. The prescription reproduces the conventional Mott temperature as $eB\to 0$ and tracks the chiral pseudocritical temperature for both constant and
magnetic-field-dependent couplings. Our results characterize pion dissociation in a
magnetic field as a spectral crossover rather than a simple threshold crossing.
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All authors Sidney S. Avancini, Maximo Coppola, Dyana C. Duarte, Ricardo L. S. Farias, Norberto N. Scoccola, William R. Tavares
High Energy Physics (Phenomenology)
Columnar Recasting and High-Luminosity LHC Projections for a Light $L_\mu - L_\tau$ Gauge Boson in the Four-Muon Channel
Cesar Rendon
We present an independent recasting of light vector gauge
boson ($Z'$) searches at the LHC within the leptophilic $U(1)_{L_\mu - L_\tau}$ framework. A simplified Standard Model extension is implemented in FeynRules, enforcing symmetric chiral leptonic currents while suppressing hadronic couplings. Signal generation for the four-
muon ($4\mu$) final state is performed using MadGraph5_aMC@NLO, Pythia8, and a tuned Delphes3 detector emulation, covering the mass range 5-62 GeV under a reference coupling g=0.01. The analysis employs a vectorized columnar pipeline in Coffea with Awkward Array masks, enabling parallelized kinematic selections and the recovery of boosted
muon topologies. Signal yields are statistically extracted via pyhf against digitized CMS Run 2 backgrounds (77.3 fb$^{-1}$). The resulting expected median limit profile tracks the absolute experimental sensitivity morphology within a factor of $\approx 2.5$, a discrepancy successfully quantified as a systematic consequence of fast-simulation detector limitations and the mass-window binned counting strategy relative to experimental unbinned multivariate profiling, thereby establishing a rigorous and conservative baseline sensitivity floor. Furthermore, we project the discovery potential for the future High-Luminosity LHC (HL-LHC) phase at $\mathcal{L}_{\text{int}} = 3000$ fb$^{-1}$ under the official CERN Scenario II recommendations. We demonstrate quantitatively that the HL-LHC will achieve exceptional expected local statistical discovery significances between 10.22$\sigma$ and 16.61$\sigma$ within the 5-28 GeV mass window, comfortably clearing the discovery threshold and establishing the multi-
muon channel as a primary probe for lightweight vector portals in upcoming
collider phases.
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High Energy Physics (Phenomenology) · Cross-listed from hep-lat
First-principles determination of anomaly-induced pion decay beyond the chiral limit
Tian Lin, Xu Feng, Lu-Chang Jin et al. (+2 more)
The two-
photon decay of the neutral pion is fixed in the chiral limit by the Adler-Bell-Jackiw anomaly, while nonzero
quark masses induce few-percent corrections that must be determined for precision tests of QCD beyond the chiral limit. Using the anomalous PCAC relation, we compute them in
lattice QCD as deviations from the exact anomaly condition at $q^2=0$, thereby avoiding both four-point functions and the cancellation of chiral logarithms that limits conventional approaches. Because the correction is proportional to the light-
quark masses, both statistical and systematic uncertainties are correspondingly suppressed, making a precision calculation feasible. On two nearly-physical domain-wall ensembles we achieve $\sim1\%$ statistical precision each for the decay width, obtaining $\Gamma(\pi^0\to\gamma\gamma)=8.09(22) eV$ after continuum extrapolation. The $2.3(1.4)\%$ mass correction to the decay amplitude, positive and isospin-breaking dominated, provides the first ab initio confirmation of the $\pi^0$-$\eta$-$\eta'$ mixing enhancement.
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All authors Tian Lin, Xu Feng, Lu-Chang Jin, Chuan Liu, Qi-Yuan Luo
High Energy Physics (Phenomenology) · Cross-listed from astro-ph.CO
Resonant Dynamics of Gravitational Wave and Chiral Alfvén wave in the Early Universe
Arun Kumar Pandey, Subalakshmi A and Sampurn Anand
In this work, we investigate the resonant interaction between
stochastic gravitational waves (GWs) and chiral Alfvén waves in a magnetized chiral
plasma in the early Universe. Starting from covariant chiral magnetohydrodynamics coupled to linearized
gravity, we derive a closed system of equations for the coupled chiral-Alfvén velocity and
magnetic-field perturbations. Both analytics and numerics show a parametric resonance at the sum frequency of the two CVE-split branches, with an instability band that widens as the GW strain grows. This CVE-to-Alfvén ratio is not a free parameter. In the early Universe, it is fixed by the Standard Model's relativistic degrees of freedom. Including the
plasma's backreaction on the GW makes the energy exchange nonlinear, breaking the usual single-frequency Manley-Rowe picture. For a self-consistent choice of parameters, where backreaction is only a small correction, the unsuppressed resonance still drives the system to a finite-time blow-up within a few Hubble times. We then work out the resonant frequencies and growth rates involved, mapping out what current and future gravitational-wave detectors could observe.
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High Energy Physics (Phenomenology) · Cross-listed from nucl-th
Effects of isospin imbalance on the chiral phase transition within a Chiral Dual Partner Model
R. M. Aguirre
The chiral
symmetry is a property of the fundamental theory of the strong interaction that is relevant for the hadronic physics. It is expected that at sufficiently high temperature and matter density, this
symmetry becomes manifest. Within the Chiral Dual Partner Model the chiral transformation is implemented in such a way that a
fermion mass term is allowed if the parity partner of each baryon is included in the framework. This model is used here to study possible manifestations of the chiral
symmetry in dense nuclear matter, assuming constant isospin fraction. It is found that the onset of the odd parity baryons is associated with two branches of thermodynamical instabilities, one of them leads to a first order phase transition for temperatures below $T_c\simeq 11$ MeV. An analysis of these instabilities in the phase space is given, and
neutron star matter is considered as a special case.
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High Energy Physics (Phenomenology)
Medium effect on spin alignment of strange and charm vector mesons
Ruixiang Chen, Hiwa A. Ahmed, Yidian Chen et al. (+1 more)
Understanding the
spin alignment of vector
mesons in relativistic heavy-ion collisions requires a nonperturbative description of their
spin-dependent in-medium properties. We investigate this problem within a unified four-flavor soft-wall holographic framework that combines an anisotropic Einstein–Maxwell–dilaton background at finite temperature, baryon chemical potential, and angular velocity.
Spin alignment is determined from the medium-induced splitting of the
spin-resolved vector-current spectral functions through an instantaneous freeze-out prescription. We systematically study the strange and charm vector
mesons $K^{*}$, $\phi$, $D^{*}$, $D_s^{*}$, and $J/\psi$ and the dependence of their
spin alignment on transverse momentum, rapidity, temperature, baryon chemical potential, and angular velocity. We find that the heavy charm vector
mesons $D^{*}$, $D_s^{*}$, and $J/\psi$
mesons exhibit $\rho_{00}>1/3$ at low transverse momentum, whereas the light strange vector
mesons $K^{*}$ and $\phi$ exhibit the opposite low-momentum behavior and angular distributions with $\rho_{00}<1/3$. We trace this flavor-dependent separation to the different locations of the
vacuum mass shell relative to the thermally shifted longitudinal and transverse spectral peaks. The results qualitatively reproduce several trends observed at low and intermediate transverse momentum.
Spin alignment is insensitive to baryon chemical potential and only weakly affected by angular velocity. These results establish an
equilibrium holographic baseline for vector-
meson spin alignment across flavor sectors and help delineate the regimes in which additional mechanisms, such as nonequilibrium
evolution, fluctuations, and hard production, become important.
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All authors Ruixiang Chen, Hiwa A. Ahmed, Yidian Chen, Mei Huang