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Cosmological Constrained Axion-Portal Inelastic Dark Matter for the LZ Event

High Energy Physics - Phenomenology · Submitted 15 Sep 2026 · 83 references

Pith's verdict: A solid inelastic-DM paper with a genuinely new cosmological twist; the central claim holds up, but the kinetic-decoupling assumption deserves scrutiny in refereeing.

T0 · AI review

How this review was made: An AI referee (deepseek/deepseek-v4-flash) read the paper on September 17, 2026 and answered a fixed list of questions about it. T0 is the starting level every paper gets. The levels describe how deeply Pith has checked the paper, never the authors.

  1. T0 AI review An AI read the paper and answered a fixed list of questions.
  2. T1 Audit Automatic checks that the references and files the paper relies on exist and match.
  3. T2 Compute The paper's code or calculations re-run with the same results.
  4. T3 Formal statement The claims written out in a formal math language a computer can read.
  5. T4 Proof Those claims proved, and the proof checked by computer.

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arXiv ID2609.17412 (version 1)
Pith IDZJ3BD2RK, Pith's permanent record of this paper and its review
CitationChanglong Xu, Fei Gao, Haipeng An, Jia Liu, Minghao Liu. "Cosmological Constrained Axion-Portal Inelastic Dark Matter for the LZ Event." arXiv:2609.17412 (2026). https://pith.science/paper/ZJ3BD2RK
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Claim paper

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Referee report
The paper

The paper claims

This paper establishes that the present-day abundance of excited dark-matter particles in a two-state inelastic model is set by the early-universe conversion process χ2χ2↔χ1χ1, and that this fraction depends critically on whether the…

The reading

The LZ collaboratiocas reported a candidate nuclear-recoil evet at 248 keeV that is hard toe explain wiht standard elatic scattering. This paper proposes a two-state inelastic dark-attermoel in whih the lighter χ1 and heavier χ2 couple off-diagonally to an axion-like particle (ALP) that also couples to gluons and photns. The key new step is to follow the cosmological evolution of both states rather than assuming a single species today. They find that the excited-state fraction f2 is determined by the dark-sector conversio process χ2χ2↔χ1χ1, and that its magnitude depends strongly on the Lorentz structure of the DM–ALP interaction: scalar couplings gives f2 ∼ 10^−7–10^−5 (endothermic scattering dominant), while pseudoscalar couplings giive f2 ≃ 1/2 (exothermic dominant). Both scenarios can fit the LZ recoil energy near 250 keV, and annua modulation behaviour differs markedly, offering a way to distinguish them.

What carries the argument

The central object is the exchange symmetry E (χ1↔χ2, a→a) which enforce pure off-diagonal couplings and equal diagonal masses. The boltzmann equation for f2 integrates the conversion cross section ⟨σv⟩_{22→11}, which depends on the Lorentz structure of the DM–ALP interation, and on the ALP propagator which retains full momentum dependence because the typical momentum transfer q_* ≜ 0.8 GeΓ is comparable to m_.

Extended reading notes

Core claim

The excited-state fraction f2 of the heavier dark-atter state χ2 is not fixed by hand but emerges from the Boltzmann evolution of χ2χ2↔χ1χ1 in the early universe. For scalar DM–ALP couplings (Γ =1,1/2) the conversion cross section is large, so f2 today iss ≊$01^{-7}$–$10^{-5}$; for pseudoscar couplings (Γ =ιγ5,ιγ5/2) the cross section is suppressed, leaving f2 ≈) 1/2. Thus the direction of inelastic scattering—endothermic χ1N→χ2N vs. exothermic χ2N→χ1N—is dynamically selected by the early-universe history of the dark sector.

Load-bearing premise

The exchange symmetry E (χ1↔χ2, a→a) is assumed exact, which ensures the two states are nearly degenerate and the coupling to the ALP is purely off-diagonal; any breaking of this symmetry would introduce a diagonal mass difference and additional diagonal couplings that could shift the splitting and the conversion dynamics.

Editorial extensions

If this is right

  • The recoi spectra of the LZ candidate event can be explained by either endothermic (scalar) or exothermic (pseudoscalar) inelastic scattering, both peaking near 250 keV.
  • Anual modulation is predicted to be large (≈100% fractional amplitude) for endothermic scenarios and negligible for exothermic scenarios, allowing direct experimental discrimination.
  • The ALP portal (g→g→gg + aF→F) can be tested at future collider experiments such as DUNE, FASER, and HL-LHC, as shown in the paper's constraint plot.
  • The three-body decay χ2→χ1γγ is slow enough to avoid cosmological and X-ray bounds for the parameter region relevant to the LZ event, especially for the small f2 of the scalar scenarios.
  • If the LZ candidate is real, the combined exposure of LZ, PandaX-4T, and XENONnT may already contain ∼5 such events, enabling a statistical test within a few years.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • Because the excited-state fraction is set by cosmology, it is not free: future experiments that measure the absolute event rate and the annual modulation can independently determine f2 and test whether it matches the predicted value for a given coupling type.
  • The small f2 in scalar scenarios means that exothermic scattering can still contribute noticeably if the mass splitting forces endothermic scattering to rely on the high-velocity tail of the halo. This creates a mixed signature that may help pin down both the coupling structure and the splitting.
  • The model postulates that the ALP couples to a→G→G and a→F→F with comparable strength. If collider searches for long-lived ALPs fail to find any signal at the projected sensitivities, the scenario may be constrained independently of direct-detection data.
  • The mechanism linking early-universe conversion to the sign of inelastic scattering could be applied to other dark-sector portals, not only axion-like particles, as long as the mediator has a mass comparable to the typical momentum transfer.
Original abstract

The recent high-recoil candidate event reported by LUX-ZEPLIN (LZ) motivates dark-matter scenarios with nonstandard kinematics and momentum-dependent interactions. We study a two-state inelastic dark-matter model in which $\chi_1$ and $\chi_2$ couple off-diagonally to an axion-like particle (ALP) that also couples to gluons and photons. Unlike treatments that assume only one dark-matter state is present today, we track the cosmological evolution of both states. The excited state $\chi_2$ is sufficiently long-lived to survive to the present, with its relic fraction determined by the dark-sector conversion process $\chi_2\chi_2\leftrightarrow\chi_1\chi_1$. We find that this fraction depends strongly on the Lorentz structure of the DM--ALP interaction: scalar transition couplings efficiently deplete $\chi_2$, favoring endothermic $\chi_1 N\to\chi_2 N$ scattering, whereas pseudoscalar transition couplings preserve $f_2\simeq1/2$, yielding recoil spectra dominated by exothermic $\chi_2 N\to\chi_1 N$ down-scattering. Benchmark spectra in all four scenarios can peak near the observed recoil energy of $250\,\mathrm{keV}$. Our results demonstrate that the dominant direction of inelastic scattering in direct detection can be dynamically selected by the early-Universe evolution of the dark sector. With additional data, annual modulation measurements could distinguish these scenarios. We further show that the ALP portal can be directly probed at colliders.

The compiled record

The paper's own sentences, arranged, kept beside the review and separate from it. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 7,101 input tokens.

What the abstract itself states, as probabilities: claims first 0.06 · states limitation 0.44 · human participants 0.01 · controlled comparison 0.07 · randomized assignment 0.01 · states quantitative result 0.92 · compares with prior results 0.55 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

The recent high-recoil candidate event reported by LUX-ZEPLIN (LZ) motivates dark-matter scenarios with nonstandard kinematics and momentum-dependent interactions. We study a two-state inelastic dark-matter model in which $\chi_1$ and $\chi_2$ couple off-diagonally to an axion-like particle (ALP) that also couples to gluons and photons. Unlike treatments that assume only one dark-matter state is present today, we track the cosmological evolution of both states. The excited state $\chi_2$ is sufficiently long-lived to survive to the present, with its relic fraction determined by the dark-sector conversion process $\chi_2\chi_2\leftrightarrow\chi_1\chi_1$. We find that this fraction depends strongly on the Lorentz structure of the DM--ALP interaction: scalar transition couplings efficiently deplete $\chi_2$, favoring endothermic $\chi_1 N\to\chi_2 N$ scattering, whereas pseudoscalar transition couplings preserve $f_2\simeq1/2$, yielding recoil spectra dominated by exothermic $\chi_2 N\to\chi_1 N$ down-scattering. Benchmark spectra in all four scenarios can peak near the observed recoil energy of $250\,\mathrm{keV}$. Our results demonstrate that the dominant direction of inelastic scattering in direct detection can be dynamically selected by the early-Universe evolution of the dark sector. With additional data, annual modulation measurements could distinguish these scenarios. We further show that the ALP portal can be directly probed at colliders.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 The recent high-recoil candidate event reported by LUX-ZEPLIN (LZ) motivates dark-matter scenarios with nonstandard kinematics and momentum-dependent interactions. background 1.00 0.05 0.04 asserted 0.72
s1 We study a two-state inelastic dark-matter model in which $\chi_1$ and $\chi_2$ couple off-diagonally to an axion-like particle (ALP) that also couples to gluons and photons. contribution 0.65 0.62 0.03 asserted 0.97
s2 Unlike treatments that assume only one dark-matter state is present today, we track the cosmological evolution of both states. contribution 0.52 0.80 0.03 asserted 0.98
s3 The excited state $\chi_2$ is sufficiently long-lived to survive to the present, with its relic fraction determined by the dark-sector conversion process $\chi_2\chi_2\leftrightarrow\chi_1\chi_1$. method 0.50 0.51 0.06 asserted 1.00
s4 We find that this fraction depends strongly on the Lorentz structure of the DM--ALP interaction: scalar transition couplings efficiently deplete $\chi_2$, favoring endothermic $\chi_1 N\to\chi_2 N$ scattering, whereas pseudoscalar transition couplings preserve $f_2\simeq1/2$, yielding recoil spectra dominated by exothermic $\chi_2 N\to\chi_1 N$ down-scattering. result 0.99 0.95 0.39 asserted 1.00
s5 Benchmark spectra in all four scenarios can peak near the observed recoil energy of $250\,\mathrm{keV}$. result 1.00 0.90 0.08 asserted 0.68
s6 Our results demonstrate that the dominant direction of inelastic scattering in direct detection can be dynamically selected by the early-Universe evolution of the dark sector. interpretation 0.93 0.91 0.80 asserted 1.00
s7 With additional data, annual modulation measurements could distinguish these scenarios. future work 0.98 0.18 0.04 hedged possibility 1.00
s8 We further show that the ALP portal can be directly probed at colliders. result 0.65 0.85 0.05 asserted 0.99

What kind of paper the classifier reports this is: theoretical result 0.94 · evidence from simulation or computation 0.90.

What was examined, and what was not

sources read
  • arXiv listing abstract v1
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
levels run
  • P abstract
not run
  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

Figures
Figure 1. FIG. 1. Present-day excited-state fraction
Figure 2. FIG. 2. Differential nuclear recoil spectra for the benchmark
Figure 3. FIG. 3. Predicted temporal evolution of the signal rate for the
Figure 4. FIG. 4. Experimental constraints and future sensitivities on the axion parameter space. The stars indicate the benchmark

Figures reproduced from arXiv:2609.17412 by the authors.

References

Discussion

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