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REVIEW 3 major objections 4 minor 36 references

Spin polarization from nucleon-nucleon scatterings in intermediate-energy heavy-ion collisions

T0 review · 3 major / 4 minor · reviewed 2026-08-06 · deepseek-v4-flash

Pith's one-line read Nucleon-nucleon scatterings can generate 1–2% spin polarization in heavy-ion collisions.

desk verdict A plausible new mechanism for nucleon spin polarization that deserves referee time, but the load-bearing angular-momentum-conservation step needs a precise algorithm before the 1–2% prediction is fully reproducible. read the letter →

arxiv 2506.22247 v1 pith:KOQQOB2Q submitted 2025-06-27 nucl-th hep-exnucl-ex

classification nucl-thhep-exnucl-ex
keywords spinpolarizationintermediate-energyheavy-ioncollisionsnucleon-nucleonscatteringangularmomentumconservationPauliblockingphaseshiftsBoltzmann-Uehling-Uhlenbecktransporthelicityamplitudes
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

The paper proposes that elastic nucleon-nucleon (NN) scatterings, without any nuclear spin-orbit potential, can generate about $1$–$2\%$ net spin polarization perpendicular to the reaction plane in intermediate-energy heavy-ion collisions. The starting point is measured NN phase shifts, which determine how each scattering rotates the nucleon spin direction. When rigorous angular momentum conservation forces final momenta close to the reaction plane and Pauli blocking suppresses some scatterings more than others, the number of scatterings with positive and negative orbital angular momentum becomes unequal, and the spin change from low-energy neutron-proton scatterings turns that imbalance into a net polarization. If correct, this gives a nucleon-based mechanism for the appreciable hyperon polarizations seen in few-GeV collisions.

What carries the argument

The load-bearing object is the helicity amplitude for NN scattering, Eq. (7), which expresses the final-state spin density matrix in terms of Wigner rotation matrices and the $S$-matrix built from phase shifts, including spin-triplet channel mixing. From that density matrix the nucleon's new spin expectation direction after each scattering is computed via Eq. (11). Two constraints turn these microscopic spin flips into macroscopic polarization: rigorous total angular momentum conservation, imposed by iteratively adjusting the final-state coordinates and momenta, and Pauli blocking in the transport simulation, which suppresses scattering states differently for positive versus negative orbital angular momentum. The mechanism works because Pauli blocking reduces the number of scatterings with negative $y$-component of orbital angular momentum more than those with positive, while low-energy neutron-proton scatterings contribute a polarization that grows with that component.

What would settle it

Measure free-nucleon polarization perpendicular to the reaction plane in 100 AMeV Au+Au collisions at $b = 8$ fm; a midrapidity value well below $1\%$ would contradict the predicted $1$–$2\%$ signal. Alternatively, recompute the same observable with a different, independent algorithm for enforcing angular momentum conservation and check whether the polarization persists.

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Extended reading notes

Core claim

The central claim is that spin change in elastic NN scatterings converts part of the collision's large orbital angular momentum into a measurable nucleon polarization. The spin state after each scattering is obtained from helicity amplitudes built from phase-shift data: for neutron-proton scatterings the induced polarization is positive for in-plane final momenta and peaks near a scattering angle of $0.4\pi$, while neutron-neutron and proton-proton scatterings give nearly zero integrated polarization. Applying rigorous angular momentum conservation, which restricts final momenta to the reaction plane, and including Pauli blocking in the Boltzmann-Uehling-Uhlenbeck transport model, the simulation predicts about $1$–$2\%$ polarization perpendicular to the reaction plane for free nucleons at midrapidity in intermediate-energy Au+Au collisions. The polarization is larger at lower beam energies and larger impact parameters, and it nearly disappears when Pauli blocking is turned off.

Load-bearing premise

The calculation depends on the iterative 'slight adjustment' of final-state nucleon coordinates and momenta, used to enforce angular momentum conservation, converging to a unique physical state without altering the computed spin polarization.

Editorial extensions

If this is right

  • At lower beam energies the predicted polarization is larger, reaching its maximum in the 50 AMeV case shown, because the NN cross section and Pauli blocking are stronger.
  • At larger impact parameters, such as $b = 12$ fm, the midrapidity polarization is larger because nucleon Fermi motion smears the orbital angular momentum less.
  • Without Pauli blocking the polarization becomes negligibly small, showing that Pauli blocking is a necessary ingredient of the mechanism.
  • The mechanism, combined with the nuclear spin-orbit potential, offers a way to understand the spin polarization of hyperons and hypertritons in few-GeV heavy-ion collisions dominated by nucleon degrees of freedom.
  • It opens the possibility of using the measured polarization to infer in-medium modifications of NN phase shifts.

Reading between the lines

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

  • One testable extension is to run the same transport calculation with a fully specified, independent angular-momentum-conservation algorithm; if the $1$–$2\%$ value changes significantly, the mechanism's quantitative claim is sensitive to that implementation.
  • The mechanism likely also contributes to spin observables for composite particles, since hyperons and hypertritons inherit nucleon spin through coalescence or weak decay, but that connection is not made in the paper.
  • Because the effect is driven by low-energy neutron-proton scatterings, it should be sensitive to the neutron-proton asymmetry of the system; comparing neutron-rich and neutron-poor collisions could isolate the contribution.
  • A direct experimental check at existing intermediate-energy facilities should be feasible, since the predicted polarization is on the order of one percent and is concentrated at midrapidity.
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Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, and a circularity audit.

Referee Report

3 major / 4 minor

Summary. This manuscript proposes a new mechanism for generating nucleon spin polarization in intermediate-energy heavy-ion collisions: the spin change in elastic nucleon-nucleon scatterings, computed from empirical phase shifts and incorporated into a Boltzmann-Uehling-Uhlenbeck transport model together with rigorous angular momentum conservation and Pauli blocking, is claimed to produce about 1-2% net polarization perpendicular to the reaction plane. The authors construct helicity amplitudes from phase-shift data (Eqs. (1)-(12)), show that single np scatterings yield nonzero in-plane polarization while the azimuthal integral vanishes, and argue that the constraints of AMC and Pauli blocking break this cancellation to yield a nonzero net polarization. They then present BUU results for Au+Au collisions at 50-150 AMeV and for different impact parameters, and analyze the mechanism through the correlation between the y-component of the NN angular momentum and the Pauli-blocking probability.

Significance. If the result holds, this is a significant new contribution to spin physics at intermediate energies: it offers a mechanism distinct from the nuclear spin-orbit potential, it is based on empirical phase shifts rather than fitted to the polarization observable, and it makes a falsifiable prediction for the magnitude and rapidity dependence of Py. The Pauli-blocking on/off comparison is a genuine internal consistency check that supports the causal role of Pauli blocking. The main quantitative claim, however, rests on an under-specified AMC adjustment and on curves without statistical uncertainties; these issues are addressable with a precise algorithmic description and a sensitivity analysis, so the result is defensible but needs revision.

major comments (3)
  1. [Paragraph before Fig. 2] The AMC adjustment is the load-bearing step that converts the zero azimuthal integral of Py (Fig. 1(b)) into the nonzero polarization shown in Fig. 2, but the algorithm is not specified. The text says only that 'the coordinates and momenta of final-state nucleons after NN scatterings need to be slightly adjusted with given final-state nucleon spins' and that convergence is reached after about 10 iterations. It does not state which degrees of freedom are adjusted (coordinates, momenta, or both), what objective function or constraint defines the adjustment, whether the helicity amplitudes of Eqs. (6)-(7) are re-evaluated at the adjusted momenta, or how the spin expectations from Eqs. (11)-(12) are required to be consistent with the adjusted momenta. Please provide the exact algorithm and convergence criterion, and demonstrate that the sign and magnitude of Py(b_NN, Einc) in Fig. 2 are insensitive to plausible variants of the adjustment; citing Ref. [31] does not by itself specify this coupled iteration.
  2. [Figs. 3 and 4] The central 1-2% polarization claim is presented without statistical uncertainties. Figs. 3 and 4 show no error bars or confidence bands, and the text does not report the number of simulated events or the statistical error on Py. Because the signal is only 1-2%, the statistical uncertainty may be comparable to the signal; please add error bars or confidence bands (for example, from independent runs with different random seeds) and state the event statistics.
  3. [Paragraph before Fig. 2] The relationship between the AMC constraint and the sampling of final momentum directions is unclear. The text states that rigorous AMC 'only allows final momentum directions around phi'_p = 0 and phi'_p = +/-pi', yet the same paragraph describes a 'slight adjustment' of coordinates and momenta and Fig. 2 integrates over all possible final momentum directions. Please clarify whether AMC is implemented as a hard in-plane selection, as a weighted sampling with a subsequent correction, or as an iterative adjustment; this distinction directly affects the integration measure in Fig. 2 and hence the magnitude of Py.
minor comments (4)
  1. [After Eq. (7)] The claim that the magnetic quantum number M does not participate in the final result is plausible on rotational grounds but is stated with only a reference to Ref. [26]; please give a brief derivation or an explicit indication of where in Ref. [26] the cancellation is shown.
  2. [After Eq. (4)] There is a typo in 'e.q.'; it should read 'e.g.'.
  3. [Fig. 3 caption] Please define 'free nucleons' precisely, including the time at which the 'final state' is defined and how the freeze-out density threshold of 1/8 saturation density is applied.
  4. [Fig. 2 caption] The shaded area is described as a region where the cross section is not large enough to allow scatterings; please state the quantitative threshold used to define this region.

Circularity Check

0 steps flagged · score 1.0 of 10

No significant circularity: the 1-2% polarization is a genuine transport output from external phase-shift inputs, with self-citations only as model provenance.

full rationale

The derivation chain is self-contained against external inputs. The spin-change input is the helicity T-matrix built from the Arndt et al. phase-shift data (Eqs. 7-10), not from the polarization observable being predicted. The 1-2% Py in Fig. 3 is a transport output of the BUU equation; no parameter is fitted to any measured polarization, and the AMC constraint is a physical conservation law, not a fitting target. The self-citations (Refs. [28], [31]) supply the base spin-dependent cross-section parametrization and the AMC adjustment scheme, but neither reference pre-encodes the final 1-2% signal. Indeed, Fig. 1(b) shows that the azimuthal integral of the free-space single-scattering Py is zero, so the nonzero heavy-ion signal comes from the AMC/Pauli-blocking selection, which is a model construction rather than an input-output identity. The AMC iteration is under-specified (which coordinates are varied, what convergence criterion is used, whether the T-matrix is re-evaluated at adjusted angles), and the paper states only that convergence is achieved after about 10 iterations. Under-specification is a reproducibility/robustness concern, not circularity. No equation in the paper reduces to an input by construction; the statement that rigorous AMC 'only allows final momentum directions around phi'_p = 0 and phi'_p = ±pi' is an inference from a conservation law, not a tautology. The quoted self-citations are not used to define the predicted quantity, and the central claim has independent physical content.

Assumptions & free parameters 5 free parameters · 6 assumptions · 0 invented entities

The model rests on standard quantum-mechanical recoupling and on domain assumptions about BUU transport and vacuum phase shifts. No parameter is fitted to the spin-polarization result, so circularity is low; the main paper-specific assumptions are the under-specified AMC iteration and the M-independence claim.

free parameters (5)
  • alpha (mean-field potential parameter) = -209.2 MeV
    Parameter in Eq. (14) fitted to nuclear matter saturation properties; affects dynamics but not fitted to spin polarization.
  • beta (mean-field potential parameter) = 156.4 MeV
    Same as alpha; input from empirical nuclear matter.
  • gamma (mean-field potential exponent) = 1.35
    Exponent in Eq. (14), chosen to reproduce nuclear matter properties.
  • E_pot_sym (symmetry energy parameter) = 18 MeV
    Input in Eq. (14).
  • gamma_sym (symmetry energy exponent) = 2/3
    Input in Eq. (14).
assumptions (6)
  • standard math Clebsch-Gordan recoupling and Wigner d-matrix relations in Eqs. (8)-(9) are correct.
    Used to transform helicity amplitudes to canonical spin basis.
  • standard math Helicity amplitude formalism of Jacob and Wick applies to NN scattering.
    Eq. (7) is taken from Ref. [25].
  • domain assumption BUU equation (13) with a spin-independent mean field describes nucleon dynamics at these energies.
    Standard transport model; no spin dependence in U.
  • domain assumption Vacuum phase shifts from Ref. [29] can be used for in-medium scatterings.
    Stated in the text: 'in-medium phase shifts are in progress, but qualitative results are expected to remain similar'.
  • ad hoc to paper The AMC adjustment via iterative slight changes converges to a unique physical final state.
    Algorithm not specified; central to the mechanism producing net polarization.
  • ad hoc to paper The magnetic quantum number M does not participate in the final spin polarization.
    Stated without proof near Eq. (7), citing Ref. [26]; affects the density-matrix update.

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Cite this review

Pith. "Pith review of Spin polarization from nucleon-nucleon scatterings in intermediate-energy heavy-ion collisions." pith.science (2026). https://pith.science/paper/KOQQOB2Q

@misc{pith2026250622247,
  author       = {Pith},
  title        = {Pith review of: Spin polarization from nucleon-nucleon scatterings in intermediate-energy heavy-ion collisions},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/KOQQOB2Q}},
  note         = {Machine review of arXiv:2506.22247}
}
abstract

We propose a new mechanism of generating spin polarization in heavy-ion collisions dominated by nucleon degree of freedom. By incorporating the spin change in nucleon-nucleon scatterings based on the phase shift data together with the constraint of rigorous angular momentum conservation and Pauli blocking, we illustrate through a Boltzmann-Uehling-Uhlenbeck transport model that appreciable spin polarization (about $1 \sim 2\%$) can be generated in intermediate-energy heavy-ion collisions. This mechanism, together with the nuclear spin-orbit potential, may help to understand the spin polarization in few-GeV heavy-ion collisions dominated by nucleon degree of freedom.

Figures

Figures reproduced from arXiv: 2506.22247 by the authors.

Figure 1
Figure 1. FIG. 1. Polarization in [PITH_FULL_IMAGE:figures/full_fig_p003_1.png] view at source ↗
Figure 2
Figure 2. FIG. 2. Net spin polarization in [PITH_FULL_IMAGE:figures/full_fig_p003_2.png] view at source ↗
Figure 3
Figure 3. FIG. 3. Spin polarization of free nucleons perpendicular [PITH_FULL_IMAGE:figures/full_fig_p004_3.png] view at source ↗

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Works this paper leans on

36 extracted references · 24 canonical work pages

  1. [31]

    Spin dynamics in intermediate-energy heavy-ion collisions with rigorous angular momentum conservation,

    Rong-Jun Liu and Jun Xu, “Spin dynamics in intermediate-energy heavy-ion collisions with rigorous angular momentum conservation,” Phys. Rev. C 109, 014615 (2024)

  2. [1]

    Polarization and Vorticity in the Quark–Gluon Plasma,

    Francesco Becattini and Michael A. Lisa, “Polarization and Vorticity in the Quark–Gluon Plasma,” Ann. Rev. Nucl. Part. Sci. 70, 395–423 (2020), arXiv:2003.03640 [nucl-ex]

  3. [2]

    Rotating quark-gluon plasma in relativistic heavy ion collisions,

    Yin Jiang, Zi-Wei Lin, and Jinfeng Liao, “Rotating quark-gluon plasma in relativistic heavy ion collisions,” Phys. Rev. C 94, 044910 (2016), [Erratum: Phys.Rev.C 95, 049904 (2017)], arXiv:1602.06580 [hep-ph]

  4. [3]

    Global hy- peron polarization at local thermodynamic equilibrium with vorticity, magnetic field, and feed-down,

    Francesco Becattini, Iurii Karpenko, Michael Annan Lisa, Isaac Upsal, and Sergei A. Voloshin, “Global hy- peron polarization at local thermodynamic equilibrium with vorticity, magnetic field, and feed-down,” Phys. Rev. C 95, 054902 (2017)

  5. [4]

    Feed-down effect on Λ spin polar- ization,

    Xiao-Liang Xia, Hui Li, Xu-Guang Huang, and Huan Zhong Huang, “Feed-down effect on Λ spin polar- ization,” Phys. Rev. C 100, 014913 (2019)

  6. [5]

    Polarization transfer in hyperon decays and its effect in relativistic nuclear collisions,

    Francesco Becattini, Gaoqing Cao, and Enrico Speranza, “Polarization transfer in hyperon decays and its effect in relativistic nuclear collisions,” Eur. Phys. J. C 79, 741 (2019), arXiv:1905.03123 [nucl-th]

  7. [6]

    Hadronic scattering effects on $\Lambda$ polarization in relativistic heavy ion collisions

    Haesom Sung, Che Ming Ko, and Su Houng Lee, “Hadronic scattering effects on Λ polarization in rela- tivistic heavy ion collisions,” Phys. Lett. B 858, 139004 (2024), arXiv:2404.15890 [nucl-th]

  8. [7]

    Global Λ hyperon polariza- tion in nuclear collisions: evidence for the most vortical fluid,

    L. Adamczyk et al.(STAR), “Global Λ hyperon polariza- tion in nuclear collisions: evidence for the most vortical fluid,” Nature 548, 62 (2017)

Show all 36 references
  1. [8]

    Pattern of global spin alignment of ϕ and K ∗0 mesons in heavy-ion collisions,

    M. S. Abdallah et al. (STAR), “Pattern of global spin alignment of ϕ and K ∗0 mesons in heavy-ion collisions,” Nature 614, 244 (2023)

  2. [9]

    Global polariza- tion of Ξ and Ω hyperons in Au+Au collisions at √sN N= 200 GeV,

    J. Adam et al. (STAR Collaboration), “Global polariza- tion of Ξ and Ω hyperons in Au+Au collisions at √sN N= 200 GeV,” Phys. Rev. Lett. 126, 162301 (2021)

  3. [10]

    Global polariza- tion of Λ hyperons in au + au collisions at √sN N= 200 gev,

    J. Adam et al. (STAR Collaboration), “Global polariza- tion of Λ hyperons in au + au collisions at √sN N= 200 gev,” Phys. Rev. C 98, 014910 (2018)

  4. [11]

    Evidence of Spin- Orbital Angular Momentum Interactions in Relativis- tic Heavy-Ion Collisions,

    Shreyasi Acharya et al. (ALICE), “Evidence of Spin- Orbital Angular Momentum Interactions in Relativis- tic Heavy-Ion Collisions,” Phys. Rev. Lett. 125, 012301 (2020), arXiv:1910.14408 [nucl-ex]

  5. [12]

    Global polarization of Λ and ¯Λ hyperons in Au+Au collisions at √sN N = 19.6 and 27 GeV,

    M. I. Abdulhamid et al. (STAR), “Global polarization of Λ and ¯Λ hyperons in Au+Au collisions at √sN N = 19.6 and 27 GeV,” Phys. Rev. C 108, 014910 (2023), arXiv:2305.08705 [nucl-ex]

  6. [13]

    Globally polarized quark-gluon plasma in noncentral a + a collisions,

    Zuo-Tang Liang and Xin-Nian Wang, “Globally polarized quark-gluon plasma in noncentral a + a collisions,” Phys. Rev. Lett. 94, 102301 (2005)

  7. [14]

    Vortical fluid and Λ spin correlations in high-energy heavy-ion collisions,

    Long-gang Pang, Hannah Petersen, Qun Wang, and Xin- Nian Wang, “Vortical fluid and Λ spin correlations in high-energy heavy-ion collisions,” Phys. Rev. Lett. 117, 192301 (2016)

  8. [15]

    Λ hyperon polarization 6 in relativistic heavy ion collisions from a chiral kinetic approach,

    Yifeng Sun and Che Ming Ko, “Λ hyperon polarization 6 in relativistic heavy ion collisions from a chiral kinetic approach,” Phys. Rev. C 96, 024906 (2017)

  9. [16]

    Spin Alignment of Vector Mesons in Heavy-Ion Collisions,

    Xin-Li Sheng, Lucia Oliva, Zuo-Tang Liang, Qun Wang, and Xin-Nian Wang, “Spin Alignment of Vector Mesons in Heavy-Ion Collisions,” Phys. Rev. Lett. 131, 042304 (2023), arXiv:2205.15689 [nucl-th]

  10. [17]

    Global spin alignment of vector mesons and strong force fields in heavy-ion collisions,

    Jin-Hui Chen, Zuo-Tang Liang, Yu-Gang Ma, and Qun Wang, “Global spin alignment of vector mesons and strong force fields in heavy-ion collisions,” Sci. Bull. 68, 874–877 (2023)

  11. [18]

    Vector meson’s spin alignments in high energy reactions,

    Jin-Hui Chen, Zuo-Tang Liang, Yu-Gang Ma, Xin-Li Sheng, and Qun Wang, “Vector meson’s spin alignments in high energy reactions,” Sci. China Phys. Mech. Astron. 68, 211001 (2025), arXiv:2407.06480 [hep-ph]

  12. [19]

    Global Λ- hyperon polarization in Au + Au collisions at √sNN = 3GeV,

    M. S. Abdallah et al. (STAR Collaboration), “Global Λ- hyperon polarization in Au + Au collisions at √sNN = 3GeV,” Phys. Rev. C 104, L061901 (2021)

  13. [20]

    Measurement of global polar- ization of λ hyperons in few-gev heavy-ion collisions,

    R. Abou Yassine et al., “Measurement of global polar- ization of λ hyperons in few-gev heavy-ion collisions,” Physics Letters B 835, 137506 (2022)

  14. [21]

    Lambda polarization in 108Ag+108Ag and 197Au+197Au collisions around a few GeV,

    Xian-Gai Deng, Xu-Guang Huang, and Yu-Gang Ma, “Lambda polarization in 108Ag+108Ag and 197Au+197Au collisions around a few GeV,” Phys. Lett. B 835, 137560 (2022), arXiv:2109.09956 [nucl-th]

  15. [22]

    Vorticity in low-energy heavy- ion collisions,

    Xian-Gai Deng, Xu-Guang Huang, Yu-Gang Ma, and Song Zhang, “Vorticity in low-energy heavy- ion collisions,” Phys. Rev. C 101, 064908 (2020), arXiv:2001.01371 [nucl-th]

  16. [23]

    Nucleon spin polarization in intermediate-energy heavy-ion collisions,

    Y. Xia and J. Xu, “Nucleon spin polarization in intermediate-energy heavy-ion collisions,” Phys. Lett. B 800, 135130 (2020)

  17. [24]

    Probing properties of nuclear spin-orbit inter- action with nucleon spin polarization in intermediate- energy heavy-ion collisions,

    Jun Xu, “Probing properties of nuclear spin-orbit inter- action with nucleon spin polarization in intermediate- energy heavy-ion collisions,” Phys. Rev. C 111, L021602 (2025), arXiv:2502.04687 [nucl-th]

  18. [25]

    15 (Cambridge University Press, 2023)

    Elliot Leader, Spin in Particle Physics , Cambridge Monographs on Particle Physics, Nuclear Physics and Cosmology, Vol. 15 (Cambridge University Press, 2023)

  19. [26]

    On the General Theory of Collisions for Particles with Spin,

    M. Jacob and G. C. Wick, “On the General Theory of Collisions for Particles with Spin,” Annals Phys. 7, 404– 428 (1959)

  20. [27]

    Suh Urk Chung, Spin formalisms , Tech. Rep. (Brookhaven Nat. Lab., 2008)

  21. [28]

    Simulat- ing spin dynamics with spin-dependent cross sections in heavy-ion collisions,

    Y. Xia, J. Xu, B. A. Li, and W. Q. Shen, “Simulat- ing spin dynamics with spin-dependent cross sections in heavy-ion collisions,” Phys. Rev. C 96, 044618 (2017)

  22. [29]

    Nucleon-nucleon scattering analyses. ii. neutron-proton scattering from 0 to 425 mev and proton-proton scatter- ing from 1 to 500 mev,

    R. A. Arndt, R. H. Hackman, and L. D. Roper, “Nucleon-nucleon scattering analyses. ii. neutron-proton scattering from 0 to 425 mev and proton-proton scatter- ing from 1 to 500 mev,” Phys. Rev. C 15, 1002 (1977)

  23. [30]

    Conservation laws and nu- clear transport models,

    C. Gale and S. Das Gupta, “Conservation laws and nu- clear transport models,” Phys. Rev. C 42, 1577 (1990)

  24. [32]

    A Guide to micro- scopic models for intermediate-energy heavy ion colli- sions,

    G. F. Bertsch and S. Das Gupta, “A Guide to micro- scopic models for intermediate-energy heavy ion colli- sions,” Phys. Rept. 160, 189–233 (1988)

  25. [33]

    Transport model com- parison studies of intermediate-energy heavy-ion colli- sions,

    Hermann Wolter et al.(TMEP), “Transport model com- parison studies of intermediate-energy heavy-ion colli- sions,” Prog. Part. Nucl. Phys. 125, 103962 (2022), arXiv:2202.06672 [nucl-th]

  26. [34]

    Transport approaches for the description of intermediate-energy heavy-ion collisions,

    Jun Xu, “Transport approaches for the description of intermediate-energy heavy-ion collisions,” Prog. Part. Nucl. Phys. 106, 312–359 (2019), arXiv:1904.00131 [nucl- th]

  27. [35]

    Density slope of the nuclear symmetry energy from the neutron skin thickness of heavy nuclei,

    Lie-Wen Chen, Che Ming Ko, Bao-An Li, and Jun Xu, “Density slope of the nuclear symmetry energy from the neutron skin thickness of heavy nuclei,” Phys. Rev. C82, 024321 (2010), arXiv:1004.4672 [nucl-th]

  28. [36]

    Decipher- ing Hypertriton and Antihypertriton Spins from Their Global Polarizations in Heavy-Ion Collisions,

    Kai-Jia Sun, Dai-Neng Liu, Yun-Peng Zheng, Jin-Hui Chen, Che Ming Ko, and Yu-Gang Ma, “Decipher- ing Hypertriton and Antihypertriton Spins from Their Global Polarizations in Heavy-Ion Collisions,” Phys. Rev. Lett. 134, 022301 (2025)

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