Pith.

Nuclear Theory · arXiv:1406.3333 v2 · submitted 12 Jun 2014 · 56 references

Bulk viscosity-driven suppression of shear viscosity effects on the flow harmonics at RHIC

J. Noronha-Hostler, J. Noronha, F. Grassi

The paper says

“The interplay between shear and bulk viscosities on the flow harmonics, vn's, at RHIC is investigated using the newly developed relativistic 2+1 hydrodynamical code v-USPhydro that includes bulk and shear viscosity effects both in the hydrodynamic evolution and also at freeze-out.”

more of the abstract

While shear viscosity is known to attenuate the flow harmonics, we find that the inclusion of bulk viscosity decreases the shear viscosity-induced suppression of the flow harmonics bringing them closer to their values in ideal hydrodynamical calculations. Depending on the value of the bulk viscosity to entropy density ratio, ζ/s, in the quark-gluon plasma, the bulk viscosity-driven suppression of shear viscosity effects on the flow harmonics may require a re-evaluation of the previous estimates of the shear viscosity to entropy density ratio, η/s, of the quark-gluon plasma previously extracted by comparing hydrodynamic calculations to heavy ion data.

from the abstract

Pith says

Machine review · deepseek-v4.1-flash · 29 Oct 2026 · what was read was not recorded · not checked by a person

Reviewed in 2026 with later literature in view.

It can be wrong. Challenge this review or reply to it.

Holds up, with conditions. The durable result is that bulk viscosity suppresses the shear stress tensor during the evolution; the abstract's flow-harmonic claim is larger than the parameter space actually supports. This line is wrong

4 major objections · 7 minor

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Not checked: figures, code, what the 56 references say.

The paper says, at Section II B, Eq. (9)

The review did not quote this passage.

Pith says: Objection 1 of 4 · major

The equation of state used for the production runs is never specified. Eq. (9) defines zeta/s through c_s^2, and the temperature evolution, the freeze-out hypersurface, and the value of c_s^2(T) all depend on the EOS, so the results cannot be reproduced or assessed without it.

more of objection 1

The only EOS statement in the paper is in Appendix A1 ('We use an ideal equation of state'), which applies to the TECHQM test, not to the RHIC production runs. Please state the EOS used for the main results and the corresponding c_s^2(T), and confirm that the same EOS enters Eq. (9).

The paper says, at Section IV A, Fig. 3

The review did not quote this passage.

Pith says: Objection 2 of 4 · major

The 10 zeta/s diamonds in Fig. 3 are integrated over pT = 0-0.8 GeV, while the shear-only circles and shear+bulk squares are integrated over pT = 0-5 GeV. A ratio of v_n computed over different pT windows is not directly comparable, and the apparent approach to the ideal curve in the diamonds may be partly an artifact of the truncated window.

more of objection 2

Either recompute all three curves over a common pT interval or present the pT-differential ratio so the comparison is like-for-like.

This objection may describe the copy Pith gave the reviewer, not the paper.

The paper says, at Section IV A, Section IV C, abstract:s1

The review did not quote this passage.

Pith says: Objection 3 of 4 · major

The visually striking compensation of shear effects is demonstrated in two regimes that lie outside the physically relevant parameter space: 10 zeta/s, where the authors report that the viscous correction drives the pion spectrum negative and the pT integral must be truncated (Section IV A), and zeta/s = eta/s = 0.007 (Section IV C), roughly an order of magnitude below the eta/s used everywhere else.

more of objection 3

At the paper's default zeta/s from Eq. (9), the effect in Fig. 3 is small, as the authors themselves note. The abstract states the claim generically. Please qualify abstract:s1 to state the regime in which the compensation is quantitatively established, or provide a case at a realistic zeta/s with a controlled delta-f.

This objection may describe the copy Pith gave the reviewer, not the paper.

The paper says, at Figs. 3-8

The review did not quote this passage.

Pith says: Objection 4 of 4 · major

No uncertainties are shown on any of the flow-harmonic figures despite 150 event-by-event simulations per centrality. For the default zeta/s the shear+bulk and shear-only curves in Fig. 3 differ by only a few percent, and the reader cannot judge whether that difference is statistically significant or comparable to the systematic spread between the MOM and MH delta-f prescriptions. Please add statistical error bands (and, where possible, an estimate of the delta-f systematic) to Figs. 3-8.

7 minor objections

The paper says, at Eq. (4)

Pith says: minor objection 1 of 7

The energy-momentum tensor is written as 'T^{mu nu} = epsilon u^nu u^nu - ...'; the first two factors should presumably be u^mu u^nu. Please correct the index structure.

The paper says, at Section II C

Pith says: minor objection 2 of 7

The initial energy density is normalized so that the average yield is 123 direct pi+ in central collisions, a number the authors describe as the value that, when added to the decay yield, reproduces the measured pi+ count. Since decays are not simulated in this work, please clarify how this normalization is consistent with the absence of a decay contribution and whether it biases the absolute yields.

show 5 more

The paper says, at Eq. (10)

Pith says: minor objection 3 of 7

The bulk relaxation time tau_Pi = 9 zeta/(epsilon - 3p) diverges as epsilon -> 3p. The authors state that they enforce tau_Pi > 0.1 fm, but it would help to state explicitly how the regulator is applied and whether the near-conformal region is ever reached in the evolution.

The paper says, at Introduction vs. Figs. 5-8

Pith says: minor objection 4 of 7

The Introduction cites [28] for the statement that bulk viscosity enhances the differential flow harmonics with respect to the ideal case, whereas Figs. 5-8 here show the viscous curves lying below the ideal curve. Please reconcile these statements, and clarify in Fig. 10 whether the zeta/s = eta/s = 0.007 curve exceeds the ideal curve or only the small-shear curve.

The paper says, at Tables II-V

Pith says: minor objection 5 of 7

The sign convention for the percentage changes is not stated. Please specify whether a positive entry denotes an increase or a decrease relative to the reference case, so the tables can be read without inference.

The paper says, at References

Pith says: minor objection 6 of 7

There are typographical errors in the reference list, e.g. 'U. WHeinz' in Ref. [22] and inconsistent spacing in 'F AIR'. Please correct these.

The paper says, at Abstract

Pith says: minor objection 7 of 7

The closing sentence that the effect 'may require a re-evaluation of the previous estimates of eta/s' is stronger than the evidence supports, given that no comparison to data is made, only direct pions are considered, and no hadronic afterburner is included. Consider tempering this to a statement about the direction of a possible bias rather than a required re-evaluation.

What would settle it

Re-run the 20–30% centrality class with the temperature-dependent η/s of Eq. (7) and ζ/s set equal to that same η/s (not 0.007), using both the MOM and MH δf^Bulk. Check whether the pion spectrum remains positive over pT = 0–2 GeV for both prescriptions. If it does not, the compensation claim cannot be evaluated at physically relevant viscosities with the present freeze-out treatment, and the abstract's generic statement is supported only by the truncated 10ζ/s and the unphysically small 0.007 cases.

from the skeptic's reading

How the review went

4 readings by deepseek-v4.1-flash · 29 Oct 2026

  1. Reader holds up, with conditions confidence high
  2. Skeptic partly agrees 37 s · 26,809 tokens read, 2,187 written
  3. Editor wrote the verdict above 20 s · 27,803 tokens read, 1,170 written
  4. Referee major revision: 4 major objections, 7 minor 1 min 34 s · 27,161 tokens read, 5,071 written

Not run on this paper: the simulated authors' defence.

Pith did not check this review's objections against the paper.

The review in full

The review in brief, machine-written

Bottom line: the part of this worth your time is the dynamical observation, not the headline. Tables III–V show that turning on bulk viscosity suppresses the mean and variance of pi00 through the evolution, and that the effect grows the longer the system expands. That is a clean, model-independent statement about the fluid, and it is the piece I would cite. The abstract's claim that bulk viscosity pushes vn back toward ideal is true but only demonstrated where the freeze-out prescription is least trustworthy, and the authors mostly know it. Start with the tables, not Fig. 3. What the paper does well: the code is validated against two external benchmarks, the TECHQM shear test and the Gubser semi-analytical Israel-Stewart solution, in Appendix A. That is real and not universal in this literature. The event-by-event setup is standard and the bookkeeping in Tables II–V is careful. Where it is soft: at the paper's own default zeta/s from Eq. (9), the shear+bulk squares in Fig. 3 sit barely above the shear-only circles, and the authors say so. The visually striking recovery toward ideal appears at 10 zeta/s, which is exactly the case where they report the pion spectrum going negative and truncate the pT integral at 0.8 GeV, and where they drop the curve from the differential plots entirely. The second demonstration, Section IV C, uses zeta/s = eta/s = 0.007, an order of magnitude below the eta/s the rest of the paper uses. So the regime where the claim would matter is the regime where delta-f-Bulk is outside its domain. That is a sharper version of the MOM-versus-MH disagreement the paper already flags: the two prescriptions differ qualitatively for v2(pT), and neither is validated where the effect is large. The authors state both limitations in the conclusions, which is to their credit, but the abstract does not carry the qualification. Minor: pions only, no decays, no data comparison, all acknowledged. This deserves a serious referee. The dynamical suppression result stands on its own and the code validation is genuine; the flow-harmonic claim needs to be narrowed to what the parameter space supports.

The strongest objection

The abstract (abstract:s1) states generically that bulk viscosity reduces the shear-induced suppression of v_n. The size of that reduction at the paper's own default ζ/s from Eq. (9) is small: in Fig. 3 the shear+bulk squares sit only slightly above the shear-only circles, and the authors themselves note that 'our initial bulk viscosity is so small that even after multiplying by a factor of 10, its peak is still not as large as the minimum of the shear viscosity.' The visually striking compensation — v_n pushed close to the ideal curve — appears only in the 10ζ/s diamonds of Fig. 3. But that is exactly the case where the authors report that the viscous correction to the distribution function drives the spectrum negative, forcing them to truncate the pT integration at 0.8 GeV (Section IV A) and to omit the 10ζ/s curve entirely from the differential plots (Section IV B). So the headline effect is demonstrated in a regime where δf is outside its domain of validity. The second demonstration, Section IV C, sets ζ/s = η/s = 0.007, roughly an order of magnitude below the η/s ≈ 0.08–0.2 used everywhere else and below the value the paper itself cites as the near-perfect-fluid benchmark. The regime where the claim would actually matter — ζ/s comparable to a realistic η/s — is precisely the regime the paper does not show, because δf^Bulk breaks down there. This is a sharper version of the reader's δf-model-dependence point: it is not only that MOM and MH disagree, but that the only parameter points where the effect is large are points where neither prescription is trustworthy.

The reader's weakest_assumption correctly identifies the freeze-out δf^Bulk as the soft spot, and the paper does acknowledge the MOM/MH disagreement in Section II D and the conclusions. I agree that this is the load-bearing issue, so my read does not move the verdict. Where I would sharpen the reader's framing: the problem is not merely that two prescriptions disagree, but that the parameter points where the effect is large are exactly the points where the prescriptions are unreliable. Fig. 3's dramatic 10ζ/s curve is computed with a truncated pT integral because the spectrum goes negative, and Section IV C's equal-viscosity demonstration uses ζ/s = η/s = 0.007, well below the η/s the paper otherwise adopts. The dynamical backbone — Tables III–V showing bulk viscosity suppressing π00 and π12 — is genuinely robust and independent of the freeze-out prescription, and the code validation in Appendix A against TECHQM and the Gubser solution is real, external support. So the paper's physics core stands; what is not established is the quantitative magnitude of the flow-harmonic compensation at realistic viscosities. That is a scope limitation the authors largely acknowledge, and it is the right basis for CONDITIONAL rather than a stronger verdict. I would not adjust the reader's verdict, but I would note that the abstract's unqualified phrasing slightly oversells what the two demonstration regimes actually support, and a sentence in the abstract tying the size of the effect to the ζ/s value used would be more accurate without weakening the paper's contribution. No concern about internal inconsistency or circularity arises; the issue is regime of validity, which routes through correctness risk as the reader already classified it. The forward-looking η/s re-evaluation remark is appropriately hedged with 'may' and is not presented as a result, so I do not treat it as a separate concern. The absence of a data comparison is acknowledged in the conclusions and is a scope choice, not an error, for a methods paper introducing v-USPhydro with bulk viscosity at freeze-out. Overall: a careful, well-validated simulation study whose central qualitative claim is supported, with a quantitative caveat the authors themselves flag and which the reader's CONDITIONAL verdict already captures. I would keep the verdict as is and, if anything, ask only for tighter abstract wording rather than new physics.

The referee's report

If the effect holds at physically relevant values of zeta/s, it would matter: shear-only fits to flow data would systematically bias extracted eta/s, and the interplay between the two viscosities would need to be treated jointly. The code is validated against two independent benchmarks in Appendix A (the TECHQM shear-viscosity test in Fig. 11 and the Gubser SO(3) x SO(1,1) x Z2 semi-analytical Israel-Stewart solution in Fig. 12), which is a genuine strength and gives confidence in the numerical evolution. The dynamical observation that bulk viscosity suppresses the shear stress tensor (Tables III-V) is a robust, delta-f-independent result and is the most convincing part of the paper. The phenomenological reach of the flow-harmonic claim, however, is limited by the delta-f model dependence and by the parameter regimes in which the compensation is demonstrated.

Pith's reading of the paper (a machine's summary, not the authors')

Heavy-ion collisions at RHIC produce a droplet of quark-gluon plasma whose azimuthal flow harmonics $v_n$ are the standard handle on how fluid-like the medium is. Shear viscosity is known to damp those harmonics below their ideal-fluid values, and that damping is what previous work used to pin down $η/s$. This paper asks what happens when bulk viscosity is switched on at the same time, using an event-by-event 2+1 relativistic hydrodynamic code that carries both viscosities through the evolution and through freeze-out. The answer the authors argue for is that bulk viscosity softens shear's damping, pushing the harmonics back toward ideal-hydro values, and that the effect is visible both in the evolution of the shear stress tensor and in the final $v_n$. If that is right, fits that ignored bulk viscosity would have compensated by choosing too small an $η/s$.

What carries the argument. The vehicle is v-USPhydro, a boost-invariant 2+1 Lagrangian code that solves the Israel-Stewart equations for $Π$ and $π^{μν}$ with smoothed-particle hydrodynamics on Monte Carlo Glauber initial conditions, and then applies viscous corrections to the Cooper-Frye freeze-out distribution. The load-bearing mechanism is the indirect coupling between the two dissipative sectors through the fluid velocity: bulk viscosity resists radial expansion, which in turn reduces the diagonal components of the shear stress tensor, which in turn lessens the shear-driven dilution of $v_n$. The paper quantifies this with percentage changes in the mean and variance of $Π$, $π^{00}$, and $π^{12}$ across centrality classes and across early, late, and full freeze-out slices, and then translates it into ratios of viscous to ideal $v_n$.

Core claim. The paper's central claim is that bulk and shear viscosity do not act independently on the flow harmonics: adding bulk viscosity reduces the shear-viscosity-induced suppression of $v_n$ and brings the harmonics closer to their ideal-hydrodynamic values. The authors support this in two ways. First, in the hydrodynamic evolution itself, they show that switching on bulk viscosity lowers the mean value of the $π^{00}$ component of the shear stress tensor (by roughly 18 to 45 percent depending on centrality, and by less at early times) and shrinks its event-by-event variance by around 20 percent, while $π^{12}$ is only mildly affected. Second, in the final spectra, the viscous-to-ideal ratio of the integrated $v_n$ sits closer to unity for shear-plus-bulk than for shear alone, and the same ordering appears in the differential $v_2(p_T)$ through $v_5(p_T)$. The authors emphasize that the coupling is indirect: $Π$ and $π^{μν}$ do not appear in each other's equations of motion in their setup, so the effect runs through the bulk-viscosity-modified flow velocity, and it grows the longer the system expands. They also show a case with $ζ/s = η/s = 0.007$, where the integrated harmonics return almost exactly to the ideal values, with $v_5$ the exception.

The premise it rests on. The differential-flow half of the claim rests on how the bulk viscous correction to the freeze-out particle distribution is modeled: the paper's own two prescriptions, Monnai-Hirano and the moments method, give visibly different $v_2(p_T)$, with one nearly reproducing the ideal curve and the other suppressing it, so the claim holds only if at least one of them is close to the true correction.

If the paper is right (Pith's inferences, not the authors')

Extractions of $η/s$ from hydrodynamic fits to RHIC flow data that omitted bulk viscosity would be biased low, since bulk viscosity supplies part of the flow that was attributed to a smaller shear viscosity.

The bias should grow with system lifetime, so the same effect should be stronger at LHC energies and at lower freeze-out temperatures, where the fluid spends longer in the plasma phase.

Higher-order harmonics are the least able to be fully restored by bulk viscosity, so $v_4$ and $v_5$ are the more discriminating observables for separating the two transport coefficients.

In central collisions a large $ζ/s$ compresses the gap between $v_2$ and $v_3$, which is a qualitative shape change in the harmonic spectrum rather than a uniform rescaling.

If bulk viscosity can mimic a smaller shear viscosity in the integrated $v_n$, then a joint $η/s$–$ζ/s$ extraction from the same data should show a valley of acceptable fits rather than a point, and the shape of that valley is itself a testable prediction.

The authors' observation that the effect strengthens at late times suggests a cheap diagnostic: comparing flow harmonics on freeze-out slices at different temperatures would reveal whether the compensation is dynamical or merely a freeze-out bookkeeping artifact.

Because the coupling here is indirect, the size of the effect is a direct measure of how much the bulk pressure distorts the velocity field; a calculation with the direct $Π$–$π^{μν}$ coupling terms switched on would tell us whether the effect found here is a floor or a ceiling.

The claim also implies that the commonly quoted near-perfect-fluid value of $η/s$ is not by itself evidence about the plasma, since a larger $η/s$ paired with a non-negligible $ζ/s$ could reproduce the same spectra.

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The paper

Abstract

The interplay between shear and bulk viscosities on the flow harmonics, vn's, at RHIC is investigated using the newly developed relativistic 2+1 hydrodynamical code v-USPhydro that includes bulk and shear viscosity effects both in the hydrodynamic evolution and also at freeze-out. While shear viscosity is known to attenuate the flow harmonics, we find that the inclusion of bulk viscosity decreases the shear viscosity-induced suppression of the flow harmonics bringing them closer to their values in ideal hydrodynamical calculations. Depending on the value of the bulk viscosity to entropy density ratio, ζ/s, in the quark-gluon plasma, the bulk viscosity-driven suppression of shear viscosity effects on the flow harmonics may require a re-evaluation of the previous estimates of the shear viscosity to entropy density ratio, η/s, of the quark-gluon plasma previously extracted by comparing hydrodynamic calculations to heavy ion data.

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. No sentence in this record was written by a model.

abstract compiled · 2026-09-23

The authors' main claim, as the classifier picked it out 0.94

“While shear viscosity is known to attenuate the flow harmonics, we find that the inclusion of bulk viscosity decreases the shear viscosity-induced suppression of the flow harmonics bringing them closer to their values in ideal hydrodynamical calculations.”

How the main claim is stated: asserted 1.00

What the abstract itself states, as probabilities: claims first 0.12 · states limitation 0.42 · human participants 0.01 · controlled comparison 0.69 · randomized assignment 0.01 · states quantitative result 0.07 · compares with prior results 0.90 · mentions code or data availability 0.03

The abstract, sentence by sentence

This table labels the abstract only (arXiv listing abstract v2). The number is the probability the classifier gave the label.

SentenceRoleThe authors' own workStates the main conclusionStrength
The interplay between shear and bulk viscosities on the flow harmonics, $v_n$'s, at RHIC is investigated using the newly developed relativistic 2+1 hydrodynamical code v-USPhydro that includes bulk and shear viscosity effects both in the hydrodynamic evolution and also at freeze-out. contribution 0.61 0.83 0.04 asserted 0.98
While shear viscosity is known to attenuate the flow harmonics, we find that the inclusion of bulk viscosity decreases the shear viscosity-induced suppression of the flow harmonics bringing them closer to their values in ideal hydrodynamical calculations. result 1.00 0.95 0.82 asserted 1.00
Depending on the value of the bulk viscosity to entropy density ratio, $\zeta/s$, in the quark-gluon plasma, the bulk viscosity-driven suppression of shear viscosity effects on the flow harmonics may require a re-evaluation of the previous estimates of the shear viscosity to entropy density ratio, $\eta/s$, of the quark-gluon plasma previously extracted by comparing hydrodynamic calculations to heavy ion data. interpretation 1.00 0.22 0.35 hedged possibility 1.00

What kind of paper the classifier reports this is: simulation study 0.99 · evidence from simulation or computation 1.00

What was examined, and what was not

Sources read

  • arXiv listing abstract v2

Not examined

  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers

Levels run

  • P abstract

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  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

How the labels were made

Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 3,214 input tokens, $0.0001 reported.

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. This record as JSON

Figures (12)
Figure 1 of the paper
Figure 1. FIG. 1. (Color online) Upper panel - Temperature dependence
Figure 2 of the paper
Figure 2. FIG. 2. (Color online) Energy Density distribution for a ran
Figure 3 of the paper
Figure 3. FIG. 3. (Color online) Ratio between the integrated
Figure 4 of the paper
Figure 4. FIG. 4. (Color online) Ratio between the integrated
Figure 5 of the paper
Figure 5. FIG. 5. (Color online) Comparison of
Figure 6 of the paper
Figure 6. FIG. 6. (Color online) Comparison of
Figure 7 of the paper
Figure 7. FIG. 7. (Color online) Comparison of
Figure 8 of the paper
Figure 8. FIG. 8. (Color online) Comparison of
Figure 9 of the paper
Figure 9. FIG. 9. (Color online) Ratio between the integrated
Figure 10 of the paper
Figure 10. FIG. 10. (Color online) Comparison between the
Figure 11 of the paper
Figure 11. FIG. 11. (Color online) Comparison between the TECHQM resul
Figure 12 of the paper
Figure 12. For our comparison we used h = 0.1, dτ = 0.001 fm, τ0 = 1 fm, and the total number of SPH particles is NSP H = 40401. We see that v-USPhydro is able to match the semi-analytical solution pretty well at early times (the agreement remains at later times). Appendix B: Details of the Cooper-Frye freeze-out in the SPH formalism Our distribution function for a single particle species that includes effects from both shear and bulk viscosity is fp = f0p

Figures are the authors', reproduced from the paper.

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Cited by 40 Pith papers

Reviewed papers on Pith that cite this one. The full citation record

  1. Mathematical foundations and numerical simulations of BDNK hydrodynamics: from heavy-ion collisions to astrophysics nucl-th · Nov 2026
  2. Causality of the Einstein-Israel-Stewart Theory with Bulk Viscosity gr-qc · Jan 2019
  3. Causality and existence of solutions of relativistic viscous fluid dynamics with gravity gr-qc · Aug 2017
  4. Holographic Collisions in Non-conformal Theories hep-th · Apr 2016
  5. Correlation between mean transverse momentum and anisotropic flow in heavy-ion collisions nucl-th · Apr 2020
  6. DAB-MOD sensitivity study of heavy flavor $R_{AA}$ and azimuthal anisotropies based on beam energy, initial conditions, hadronization, and suppression mechanisms nucl-th · Jun 2019
  7. Relative flow fluctuations as a probe of initial state fluctuations nucl-th · Feb 2017
  8. Azimuthal anisotropy of charged particles with transverse momentum up to 100 GeV in PbPb collisions at sqrt(s[NN]) = 5.02 TeV hep-ex · Feb 2017
  9. Event-by-event $v_n$ correlations of soft hadrons and heavy mesons in heavy ion collisions nucl-th · Nov 2016
  10. Cumulants and nonlinear response of high $p_T$ harmonic flow at $\sqrt{s_{NN}}=5.02$ TeV nucl-th · Sep 2016
  11. Symmetric cumulants and event-plane correlations in Pb+Pb collisions nucl-th · May 2016
  12. Event-by-event hydrodynamics $+$ jet energy loss: A solution to the $R_{AA} \otimes v_2$ puzzle nucl-th · Feb 2016
  13. Hydrodynamic transport coefficients for the non-conformal quark-gluon plasma from holography hep-ph · Dec 2014
  14. Transport coefficients for bulk viscous evolution in the relaxation time approximation hep-ph · Jul 2014
  15. Anisotropic shear viscosity of a strongly coupled non-Abelian plasma from magnetic branes hep-th · Jun 2014
  16. Nuclear Physics Confronts Relativistic Collisions Of Isobars nucl-ex · Jul 2025
  17. Transport coefficients of the quark-gluon plasma at the critical point and across the first-order line nucl-th · Feb 2022
  18. Possible octupole deformation of $^{208}$Pb and the ultracentral $v_2$ to $v_3$ puzzle nucl-th · Jul 2020
  19. Baseline predictions of elliptic flow and fluctuations at the RHIC Beam Energy Scan using response coefficients nucl-th · Oct 2019
  20. Shrinking the Quark Gluon Plasma nucl-th · Jan 2019
  21. Global Constraints from RHIC and LHC on Transport Properties of QCD Fluids in CUJET/CIBJET Framework hep-ph · Aug 2018
  22. Hydrodynamic attractor and the fate of perturbative expansions in Gubser flow nucl-th · Apr 2018
  23. Hydrodynamic predictions for 5.44 TeV Xe+Xe collisions nucl-th · Nov 2017
  24. Effect of the QCD equation of state and strange hadronic resonances on multiparticle correlations in heavy ion collisions nucl-th · Nov 2017
  25. Hydrodynamic Predictions for Mixed Harmonic Correlations in 200 GeV Au+Au Collisions nucl-th · Aug 2016
  26. Skewness of elliptic flow fluctuations nucl-th · Aug 2016
  27. Momentum transport in strongly coupled anisotropic plasmas in the presence of strong magnetic fields hep-ph · May 2016
  28. Linear and cubic response to the initial eccentricity in heavy-ion collisions nucl-th · Nov 2015
  29. Event-by-event fluctuations in perturbative QCD + saturation + hydro model: pinning down QCD matter shear viscosity in ultrarelativistic heavy-ion collisions hep-ph · May 2015
  30. Nonconformal viscous anisotropic hydrodynamics nucl-th · Mar 2015
  31. Viscous Effects on the Mapping of the Initial to Final State in Heavy Ion Collisions nucl-th · Nov 2014
  32. Predictions for 5.023 TeV Pb+Pb collisions at the LHC hep-ph · Nov 2015
  33. Sensitivity of flow harmonics to sub-nucleon scale fluctuations in heavy ion collisions nucl-th · Aug 2015
  34. Studying the QCD Matter produced in Heavy-Ion Collisions using the MUSES Calculation Engine nucl-th · Jun 2026
  35. Recent development of hydrodynamic modeling in heavy-ion collisions nucl-th · Oct 2020
  36. Hot QCD Phase Diagram From Holographic Einstein-Maxwell-Dilaton Models nucl-th · Jul 2023
  37. Hot QCD White Paper nucl-ex · Mar 2023
  38. Future Physics Perspectives on the Equation of State from Heavy Ion Collisions to Neutron Stars nucl-th · Oct 2020
  39. Collective flow and hydrodynamics in large and small systems at the LHC nucl-th · Mar 2017
  40. Relativistic hydrodynamics in heavy-ion collisions: general aspects and recent developments nucl-th · May 2016
How later papers used it

77 later papers cite it

Evidence: thin. 24 of the citing papers share no author with it, and 5 of those carry a confident label from Pith's citation classifier.

Pith read 2 of the 127 citing sentences, choosing only those whose citation markers point at this paper alone, and wrote the paraphrases from them. The summary, the counts, the evidence level, the links and the quotes come from code; the summary counts the papers listed below. A later paper is listed under a label when Pith's citation classifier gives one of its sentences that label at probability 0.8 or more (0.95 for support), Pith's reading finds that the citing paper itself did it, and a second check confirms the paraphrase against the sentence. This section lists uses only. It does not list criticism or disagreement, so their absence here says nothing about how the paper has been received. Papers that share an author with this one are listed apart, under "By the same authors". A quote is the citing authors' own sentence, shown when their paper's licence is CC BY, CC BY-SA or CC0. JSON

Uses its method or tool 2 of 33 papers with this label · 2 by the same authors

By the same authors

How the literature uses it

72 arXiv papers cite this in 121 sentences

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

Papers citing it · 63 sentences without a confident label

Uses its method or tool 33 papers
Compares with it 3 papers
  • It is worth mentioning that we are using the data generated by iEBE-VIISHNU where the quantity $_30^(2)$ plotted in Fig.[ref](b) is in agreement with the same quantity obtained from hydrodynamic code V-USPHYDRO [ref] (Fig.2 in [ref] ).

    Standardized Cumulants of Flow Harmonic Fluctuations · MC-Glauber Model and Beyond Hydrodynamic Linear Response · 0.96

  • The models include : 1) 2+1 dimensional hydrodynamic simulations with $η/s=1/4π$ with MC-Glauber initial conditions by Teaney and Yan [ref] , 2) hydrodynamic simulations MUSIC with boost invariant IP-Glasma initial conditions [ref] that include a constant $η/s=0.06$ and a temperature dependent bulk viscosity $ζ/s (T)$ [ref] and UrQMD afterburner [ref] , 3) the perturbative-QCD$+$saturation$+$hydro based “EKRT" model [ref] that uses two different parameterizations of the viscosity with constant $η/s=0.2$ and temperature dependent $η/s (T)$ with a minimum of $( η/s (T))_min=1.5/4π$ at a corresponding transition temperature between a QGP and hadronic phase of $T_c=150$ MeV and 4) viscous hydrodynamic model v-USPhydro [ref] with event-by-event TRENTO initial conditions [ref] tuned to IP-Glasma [ref] , that uses $η/s=0.05$, a freeze-out temperature of $T_FO=150$ MeV [ref] and the most recent

    Constraining the initial conditions and temperature dependent transport with three-particle correlations in Au+Au collisions · Introduction · 0.95

  • While we found the generally expected result that shear viscosity decreases the value of flow coefficients (apart from a subtlety regarding the contribution from the $δf ∼π^μν$ term), the result for the bulk viscosity remains inconclusive and cannot be directly compared with the numerical calculations performed in [ref] .

    Flow harmonics within an analytically solvable viscous hydrodynamic model · Discussion and Conclusions · 0.96

Cites it as support 1 paper
Cites it as background 6 papers

What it cites · 35 sentences without a confident label

Uses the method or tool of 4 papers
  • Rather, we use as in our previous work [ref] the simplest equation for the bulk scalar (obtained originally via the memory function prescription [ref] and used also in [ref] ) [equation] where $D=u^μ∇_μ$ is the comoving covariant derivative, $θ≡∇_μu^μ=τ^-1∂_μ( τu^μ)$ is the fluid expansion rate, and $τ_Π$ is the bulk relaxation time coefficient.

    Effect of bulk viscosity on Elliptic Flow near QCD phase transition · Equations of Motion for 2+1 relativistic hydrodynamics with bulk and shear viscosities · 0.96

  • Rather, we use as in our previous work [ref] the simplest equation for the bulk scalar (obtained originally via the memory function prescription [ref] and used also in [ref] ) [equation] where $D=u^μ∇_μ$ is the comoving covariant derivative, $θ≡∇_μu^μ=τ^-1∂_μ( τu^μ)$ is the fluid expansion rate, and $τ_Π$ is the bulk relaxation time coefficient.

    The effect of shear and bulk viscosities on elliptic flow · Equations of Motion for 2+1 relativistic hydrodynamics with bulk and shear viscosities · 0.96

  • Rather, we use as in our previous work [ref] the simplest equation for the bulk scalar (obtained originally via the memory function prescription [ref] and used also in [ref] ) [equation] where $D=u^μ∇_μ$ is the comoving covariant derivative, $θ≡∇_μu^μ=τ^-1∂_μ( τu^μ)$ is the fluid expansion rate, and $τ_Π$ is the bulk relaxation time coefficient.

    Bulk Viscosity Effects in Event-by-Event Relativistic Hydrodynamics · Equations of Motion for 2+1 relativistic hydrodynamics with bulk and shear viscosities · 0.96

Uses data or values from 3 papers
Compares with 1 paper
  • We note that we included the term $π^μνθ$ in the equations of motion for $π^μν$ to make it possible to check the accuracy of our code against the analytical and semi-analytical solutions found in Ref. [ref] (shown in detail in Appendix [ref]).

    Solutions of Conformal Israel-Stewart Relativistic Viscous Fluid Dynamics · Equations of Motion for 2+1 relativistic hydrodynamics with bulk and shear viscosities · 0.89

Cites as background 9 papers

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