High Energy Physics - Lattice · arXiv:hep-lat/0405029 v2 · submitted 27 May 2004 · 24 references
QCD Thermodynamics with Three Flavors of Improved Staggered Quarks
The paper says
“We report on a study of QCD thermodynamics with three flavors of quarks, using a Symanzik improved gauge action and the Asqtad O(a^2) improved staggered quark action.”
more of the abstract
Simulations were carried out with lattice spacings 1/4T, 1/6T and 1/8T both for three degenerate quarks with masses less than or equal to the strange quark mass, m_s, and for degenerate up and down quarks with masses in the range 0.1 m_s \leq m_u,d \leq 0.6 m_s, and the strange quark mass fixed near its physical value. We present results for standard thermodynamics quantities, such as the Polyakov loop, the chiral order parameter and its susceptibility. For the quark masses studied to date we find a rapid crossover rather than a bona fide phase transition. We have carried out the first calculations of quark number susceptibilities with three flavors of sea quarks. These quantities are of physical interest because they are related to event-by-event fluctuations in heavy ion collision experiments. Comparison of susceptibilities at different lattice spacings show that our results are close to the continuum values.
from the abstract
Pith says
Machine review · deepseek-v4.1-flash · 13 Nov 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. A solid MILC simulation paper whose real contribution is the first three-flavor sea-quark number susceptibilities; the 'close to continuum' line is a proximity argument, not an extrapolation. This line is wrong
3 major objections · 8 minor
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Not checked: figures, code, what the 24 references say.
The paper says, at §V, abstract:s6, Figs. 13, 16, 17
The review did not quote this passage.
Pith says: Objection 1 of 3 · major
The claim that the susceptibilities are 'close to the continuum values' is qualitative and is never quantified. The evidence is a three-point trend (N_t = 4 visibly displaced, N_t = 6 and 8 nearly coincident) plus the free-field curve of Fig. 1.
more of objection 1
No fit in a² is performed and no residual cutoff dependence is quoted, so the reader cannot judge whether the N_t = 6→8 shift is small compared with the statistical errors or whether the two points coincide by an accidental cancellation of the a²α_s and a⁴ terms. Since this sentence is in the abstract, it should either be backed by a two-parameter fit c/N_t² to the existing N_t = 4, 6, 8 points with the extrapolated residual quoted relative to the error bars, or the wording should be softened to a statement about the absence of a significant residual between N_t = 6 and 8.
The paper says, at §VI, Eq. (15)
The review did not quote this passage.
Pith says: Objection 2 of 3 · major
The T_c determination conflates the chiral extrapolation in m_π/m_ρ with the continuum extrapolation in (aT_c)², and it uses the peak of the ψ̄ψ susceptibility as the definition of T_c. The peak of a finite-volume susceptibility is a pseudo-critical point, and the fit assumes O(4) scaling with d = 2/βδ at m_{u,d} = 0.
more of objection 2
The authors are commendably explicit that d = 2 gives 174(11)(4) MeV and that the fit does not discriminate between the two, and the 5 MeV spread is within the quoted 12 MeV fit error, so this is not an error in the number. It is, however, a model dependence that should be stated in the text alongside the result, together with the number of fit parameters and the fact that only three lattice spacings enter the (aT_c)² term. The value should be labeled a pseudo-critical temperature obtained under an assumed scaling form rather than an unqualified T_c.
The paper says, at §III and §IV, Figs. 5, 6, 10, 11
The review did not quote this passage.
Pith says: Objection 3 of 3 · major
The linear extrapolations of ψ̄ψ in the quark mass to m = 0 are used as evidence about the m = 0 phase structure, but in Figs. 10 and 11 the extrapolated values become slightly negative, which the authors themselves read as a breakdown of the linear ansatz.
more of objection 3
A linear extrapolation over a factor of two in mass whose output is unphysical cannot carry weight in the argument about whether a critical point exists at m_{u,d} ≥ 0. The conclusions about the crossover should rest on the directly simulated masses, with the extrapolations presented only as a consistency check and explicitly flagged as outside their range of validity where they turn negative.
8 minor objections
The paper says, at Fig. 8 caption
Pith says: minor objection 1 of 8
The caption reads 'mu,d/ms =, 0.4, 0.2 and 0.1', omitting the 0.6 value that the figure is said to display; please correct the list.
The paper says, at §II
Pith says: minor objection 2 of 8
The molecular dynamics time step is described as 'the smaller of 0.02 and 23mu,d', which is not a readable expression; presumably this is 2/(3 m_{u,d}) or similar, and it should be written unambiguously.
show 6 more
The paper says, at §II and §V, error analysis
Pith says: minor objection 3 of 8
The paper does not state how the statistical errors on the susceptibilities were estimated, nor whether autocorrelations were accounted for. With measurements every molecular dynamics time unit near the crossover, autocorrelation effects could be significant; please state the binning or jackknife procedure used.
The paper says, at Figs. 16 and 17
Pith says: minor objection 4 of 8
These figures plot against T/T_c with T_c fixed per N_t from the χ peak, so the alignment of the N_t = 6 and 8 curves in the peak region is partly built in by the rescaling. A companion plot against T in MeV, as in Fig. 13, would make the scaling comparison more convincing.
The paper says, at abstract:s4
Pith says: minor objection 5 of 8
The priority claim of 'the first calculations of quark number susceptibilities with three flavors of sea quarks' should be hedged or supported by an explicit statement of the closest prior work, since the cited references [16]–[21] cover two-flavor and analytic studies.
The paper says, at References [4] and [7]
Pith says: minor objection 6 of 8
Reference [4] omits the journal name for the Gavin–Gocksch–Pisarski entry and contains a stray character in the author name; reference [7] has a truncated year, '(199)', which should read 2001.
This objection may describe the copy Pith gave the reviewer, not the paper.
The paper says, at Abstract
Pith says: minor objection 7 of 8
The sentence 'Comparison of susceptibilities at different lattice spacings show that...' should read 'shows'.
The paper says, at Table I
Pith says: minor objection 8 of 8
The caption would be clearer if it stated explicitly that the first two columns refer to the N_f = 3 ensembles and the last two to the N_f = 2+1 ensembles, and that the m_q/m_s values are quoted at a = 0.125 fm.
What would settle it
Fit the existing χ_{I,I} points already plotted in Fig. 13 (mq = 0.4 m_s, Nt = 4, 6, 8) and in Fig. 16 (Nf=2+1, mu,d = 0.2 m_s, Nt = 4, 6, 8) to χ(Nt) = χ_cont + c/Nt², and separately to χ_cont + c/Nt² + d/Nt⁴, quoting χ_cont and the Nt=8 residual with errors. If |χ(Nt=8) − χ_cont| exceeds the plotted statistical error, or if the two fit forms disagree on χ_cont beyond that error, abstract:s6 should be restated as 'consistent with small cutoff dependence' rather than 'close to continuum.' Cross-check the sign and magnitude of the fitted c against the free-theory curve in Fig. 1.
from the skeptic's reading
How the review went
4 readings by deepseek-v4.1-flash · 13 Nov 2026
- Reader holds up, with conditions
- Skeptic agrees
- Editor wrote the verdict above
- Referee minor revision: 3 major objections, 8 minor
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 thing worth your time here is the quark number susceptibilities — first calculation with three flavors of dynamical sea quarks, and they look right. The crossover claim is modest and correctly hedged. The sentence I'd push on is the abstract's 'close to the continuum values.' That one is asserted, not shown as an extrapolation, and it is the only place the paper overreaches even slightly.
The strongest objection
The central claim (abstract:s3) — rapid crossover rather than a transition — is modest and well-supported. The authors restrict it explicitly to mq ≥ 0.2 m_s (Nf=3) and mu,d ≥ 0.1 m_s (Nf=2+1), and their own conclusion states the lightest Nf=3 point is m_π ≈ 340 MeV, above the 290(20) MeV (Kogut-Susskind) and 67(18) MeV (P4) endpoints of Karsch et al. [23]. The crossover statement is therefore not where the soft spot lies; the authors acknowledge the mass reach as a limitation and say they intend to push to smaller masses at Nt=6 and 8. I do not present that as a new finding. The load-bearing soft spot is abstract:s6, 'our results are close to the continuum values.' The evidence is (i) Fig. 1, the free-field Asqtad susceptibility versus Nt, which is parameter-free and genuinely supportive, and (ii) Figs. 13, 16 and 17, where Nt=4 is visibly displaced while Nt=6 and 8 nearly coincide. That is a three-point trend rather than a two-point one, so the reader slightly understates the evidence. But no a² fit is performed and no residual cutoff dependence is quoted: 'close' is left unquantified, and the Nt=6→8 shift is never compared with the plotted statistical errors. Two points can coincide by accidental cancellation of the a²α_s and a⁴ terms, and Fig. 1 shows the free-theory Nt=6→8 shift is small but nonzero, so the interacting case could go either way. A secondary wrinkle in the same comparison: Figs. 16 and 17 plot against T/T_c with T_c fixed per Nt from the χ peak. Since T_c itself carries an O(a²) shift — precisely what Eq. (15) extrapolates — part of the cutoff dependence is absorbed into the horizontal axis, which can make the Nt=6 and 8 curves look closer than the underlying χ(T) at fixed physical temperature.
I read the full manuscript and checked the pieces the reader flags. The reader's weakest_assumption identifies the right target: abstract:s6 is a proximity argument, not an extrapolation, and the paper never fits a slope in a². I refine it in two ways. First, Nt=4 is shown alongside 6 and 8 in Figs. 13, 16 and 17, so the evidence is a three-point trend with the coarsest point visibly off, which is more informative than a bare two-point comparison. Second, the T/T_c horizontal axis in Figs. 16 and 17 absorbs part of the cutoff dependence through T_c(Nt), which cuts against the reader's concern rather than for it and is worth stating explicitly. On the other two reasons for the conditional verdict: the Tc fit in Eq. (15) is reported honestly with both d = 2/βδ ≈ 1.08 (169(12)(4) MeV) and d = 2 (174(11)(4) MeV), and the authors say plainly that the goodness of fit does not prefer either, so this is an acknowledged limitation rather than a hidden one. The citation to [14] for r1 = 0.317(7) fm is the weakest of the three grounds, because the scale is anchored to the published Υ 1S-2S and 1P-1S splittings of [13] and the uncertainty is propagated into the second error; a companion methods paper carrying the interpolation details is a normal citation pattern for this collaboration. As an independent internal check I re-derived Eq. (14) from the matrix in Eq. (13): χ_{B+Y/2,B+Y/2} = (1/2)C_{l,l} + D_{l,l} exactly, with the D_{l,s} and D_{s,s} coefficients cancelling, so the definition of D_{l,l} is consistent with the stated charge normalizations. I found no circular step, no missing proof, and no internal inconsistency. The crossover conclusion is properly hedged to the simulated mass range, and the susceptibility measurement is a real first. The only claim that outruns its evidence is the unquantified 'close to continuum' in abstract:s6, which is exactly the reader's concern and is addressable with data already in hand. CONDITIONAL stands; no adjustment needed.
The referee's report
The paper is a substantive contribution. The N_f = 2+1 simulations with a physical strange quark and a light pair down to 0.1 m_s, together with the N_f = 3 scan, provide a well-controlled picture of the crossover region for an improved action whose scaling properties are demonstrably better than those of the standard Kogut-Susskind action. The quark number susceptibilities are the novel element and are directly relevant to fluctuation observables in heavy ion collisions. Several features deserve explicit credit: the free-field comparison in Fig. 1 is parameter-free and genuinely supports the choice of action; the algebra of Eqs. (9)–(14) is internally consistent (I checked that χ_{B+Y/2,B+Y/2} − χ_{I,I} reduces to D_{l,l} using Eq. (13)); the authors state the mass reach of their crossover claim openly and compare it to the Karsch et al. endpoints; and they report both d = 2/βδ and d = 2 fits for T_c rather than selecting the more favorable one. The limitations the paper acknowledges — the lightest N_f = 3 point at m_π ≈ 340 MeV and the intent to push to smaller masses at N_t = 6 and 8 — are appropriately stated and are not the issue.
Pith's reading of the paper (a machine's summary, not the authors')
The question is what happens to strongly interacting matter as it is heated, and specifically whether the change from bound hadrons to a quark-gluon plasma is a genuine phase transition or a rapid but continuous crossover. This paper answers it with lattice simulations that carry three flavors of dynamical sea quarks — either three degenerate quarks, or two light quarks plus a strange quark held near its physical mass — using gauge and quark actions improved to remove lattice artifacts through order $a^2$. Across the quark masses the authors can reach, no sharp transition appears: the Polyakov loop, the chiral condensate, and the condensate's susceptibility all move continuously, with the crossover steepening as the quark mass is lowered. They also produce the first three-flavor quark number susceptibilities, the quantities tied to event-by-event fluctuations in heavy ion collisions, and report that these barely change between lattices with six and eight time slices. If the picture holds, the real world at physical quark masses has no true transition at all, only a crossover near $T_c = 169(12)(4)$ MeV.
What carries the argument. The machinery is a matched pair of improvements plus a careful tuning procedure. The Symanzik one-loop improved gauge action and the Asqtad $O(a^2)$ improved staggered quark action remove tree-level lattice artifacts through order $a^2$ and give far better free-quark dispersion relations than the standard Kogut-Susskind action, which is what makes eight time slices usable for thermodynamics. To vary temperature while holding physics fixed, the authors perform zero-temperature spectrum calculations at $a = 0.18$ and $0.125$ fm, interpolate the lattice spacing and quark mass along lines of constant $m_{eta_{s Bar s}}/m_phi$ (or constant $m_pi/m_rho$), and extrapolate with an asymptotic-freedom-inspired form $a(g^2)/r_1 = c_0 f(g^2)[1 + c_2 g^2 f^2(g^2)]$. The susceptibilities themselves are evaluated as traces of the fermion matrix and its chemical-potential derivatives, estimated with 100 Gaussian random vectors per configuration, which is what makes the disconnected parts tractable.
Core claim. The authors' central claim is that for the quark masses simulated to date — $0.2m_s$ to $m_s$ for three degenerate flavors, and $0.1m_s$ to $0.6m_s$ for the light pair with the strange quark fixed near its physical value — the finite-temperature change is a rapid crossover rather than a bona fide phase transition. The evidence is the smooth, continuous behavior of the Polyakov loop, the chiral order parameter $⟨Bar psi psi⟩$, and the $Bar psi psi$ susceptibility, whose peak grows and shifts to lower temperature as the quark mass falls but never signals a singularity. Extrapolating the condensate linearly to zero quark mass leaves an open question below about 190 MeV, which the authors state plainly. On the susceptibility side, the paper reports the first calculations of quark number susceptibilities with three flavors of sea quarks, decomposing the susceptibility matrix into isospin, hypercharge, and baryon-number channels, and finds agreement between $N_t = 6$ and $N_t = 8$ lattices that they read as proximity to the continuum.
The premise it rests on. The claim that the susceptibilities are close to their continuum values rests on two lattice spacings, $N_t = 6$ and $N_t = 8$, agreeing with each other; no fit in $a^2$ and no extrapolation to zero lattice spacing is performed, so the reader cannot see how large the correction being called small actually is.
If the paper is right (Pith's inferences, not the authors')
The chiral and deconfinement observables cross over smoothly for all simulated masses, so any claim of a first-order transition in three-flavor QCD must come from a pion mass well below the roughly 340 MeV reached here.
The crossover temperature extracted from the $Bar psi psi$ susceptibility peak, extrapolated to vanishing light quark mass with an $O(4)$-motivated exponent, is $T_c = 169(12)(4)$ MeV, or 174(11)(4) MeV if a quadratic exponent is used instead.
The isospin, hypercharge, and baryon-number susceptibilities are computable on the lattice and can be compared directly with event-by-event fluctuation measurements in heavy ion experiments.
Below the crossover, $chi_{I,I}$ exceeds the $B + Y/2$ channel as expected from pions being lighter than kaons, and the persistence of that hierarchy up to about 240 MeV suggests hadronic states leave a trace in the plasma.
Because the susceptibility matrix is diagonal in the isospin-hypercharge-baryon basis when the three quarks are degenerate, and has only a hypercharge-baryon off-diagonal entry when $m_u = m_d$, the flavor structure of fluctuations is fixed by symmetry rather than fitted.
The paper's continuum-proximity argument is a two-point comparison, so an independent check would be to add $N_t = 10$ or $12$ at matched quark masses and fit in $1/N_t^2$; the size of the fitted slope would turn the qualitative claim into a quantitative error bar.
If the crossover indeed persists to physical quark masses, the experimentally interesting quantity is not the transition temperature but the width of the crossover region, which the susceptibilities here are well placed to constrain once lighter quark masses are simulated.
The observation that hadronic-like hierarchy survives in $chi_{I,I}$ versus the $B+Y/2$ channel up to 240 MeV suggests a cheap diagnostic: comparing isospin-channel and strangeness-channel fluctuations in heavy ion data could test how far into the plasma hadron-like correlations persist.
Because the lightest simulated pion mass sits near 340 MeV while the first-order region reported elsewhere lies far below it, the natural next step is a reweighting or algorithmic push to lighter masses rather than a finer lattice, since the mass axis is where the qualitative answer could change.
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The paper
Abstract
We report on a study of QCD thermodynamics with three flavors of quarks, using a Symanzik improved gauge action and the Asqtad O(a^2) improved staggered quark action. Simulations were carried out with lattice spacings 1/4T, 1/6T and 1/8T both for three degenerate quarks with masses less than or equal to the strange quark mass, m_s, and for degenerate up and down quarks with masses in the range 0.1 m_s \leq m_u,d \leq 0.6 m_s, and the strange quark mass fixed near its physical value. We present results for standard thermodynamics quantities, such as the Polyakov loop, the chiral order parameter and its susceptibility. For the quark masses studied to date we find a rapid crossover rather than a bona fide phase transition. We have carried out the first calculations of quark number susceptibilities with three flavors of sea quarks. These quantities are of physical interest because they are related to event-by-event fluctuations in heavy ion collision experiments. Comparison of susceptibilities at different lattice spacings show that our results are close to the continuum values.
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 1.00
“For the quark masses studied to date we find a rapid crossover rather than a bona fide phase transition.”
How the main claim is stated: asserted 1.00
What the abstract itself states, as probabilities: claims first 0.89 · states limitation 0.64 · human participants 0.01 · controlled comparison 0.09 · randomized assignment 0.01 · states quantitative result 0.33 · compares with prior results 0.47 · mentions code or data availability 0.02
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.
| Sentence | Role | The authors' own work | States the main conclusion | Strength |
|---|---|---|---|---|
| We report on a study of QCD thermodynamics with three flavors of quarks, using a Symanzik improved gauge action and the Asqtad O(a^2) improved staggered quark action. | contribution 0.79 | 0.86 | 0.03 | asserted 0.96 |
| Simulations were carried out with lattice spacings 1/4T, 1/6T and 1/8T both for three degenerate quarks with masses less than or equal to the strange quark mass, m_s, and for degenerate up and down quarks with masses in the range 0.1 m_s \leq m_{u,d} \leq 0.6 m_s, and the strange quark mass fixed near its physical value. | method 0.99 | 0.96 | 0.02 | asserted 0.99 |
| We present results for standard thermodynamics quantities, such as the Polyakov loop, the chiral order parameter and its susceptibility. | contribution 0.87 | 0.91 | 0.03 | asserted 0.99 |
| For the quark masses studied to date we find a rapid crossover rather than a bona fide phase transition. | result 0.92 | 0.97 | 0.75 | asserted 1.00 |
| We have carried out the first calculations of quark number susceptibilities with three flavors of sea quarks. | contribution 1.00 | 0.97 | 0.05 | asserted 1.00 |
| These quantities are of physical interest because they are related to event-by-event fluctuations in heavy ion collision experiments. | interpretation 0.54 | 0.09 | 0.02 | asserted 1.00 |
| Comparison of susceptibilities at different lattice spacings show that our results are close to the continuum values. | result 0.87 | 0.93 | 0.07 | asserted 0.94 |
What kind of paper the classifier reports this is: simulation study 1.00 · 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, 5,729 input tokens, $0.0002 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 (18)
Showing 16 of the paper's 18 figures. Figures are the authors', reproduced from the paper.
References (24)
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- [2] Preliminary results were reported in The MILC Collabora tion: C. Bernard et al. , Nucl. Phys. A702, 140 (2002); Nucl. Phys. B (Proc. Suppl.) 106, 429 (2002); 119, 523, (2003); and 129& 130, 626 (2004); arXiv:hep-lat/0409097, to be published in Nuc l. Phys. B (Proc. Suppl.) on PithPith's reviewarXiv
- [3] Using these charges,χ can be written in the form χ = 1 2Cl,l 0 0 0 29(Cl,l + 2Cs,s) + 49(Dl,l − 2Dl,s +Ds,s) 29 (Cl,l −Cs,s + 2Dl,l −Dl,s −Ds,s) 0 29(Cl,l −Cs,s + 2Dl,l −Dl,s −Ds,s) 19(2Cl,l +Cs,s + 4Dl,l + 4Dl,s +Ds,s) , (13) where the rows and columns are now la... on Pith
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- [9] For a review of zero-temperature results obtained with t he Asqtad action see S. Gottlieb, hep-lat/0310041, to be published in Nuc. Phys. B (Proc. Supp l.), and C.T.H. Davies et al. , 14 Phys. Rev. Lett. 92, 022001 (2004) on PithPith's reviewarXiv
- [10] The MILC Collaboration, C. Bernard et al. , Phys. Rev. D 64, 054506 (2001) on Pith
- [11] J.Engels, R. Joswig, F. Karsch, E. Laermann, M. Lutgeme ier, and B. Petersson, Phys. Rev. B396, 210 (1997) on Pith
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- [14] M. Wingate, C.T.H. Davies, A. Gray, G.P. Lepage, and J. S higemitsu, Phys.Rev.Lett. 92 (2004) 162001 on Pith
- [15] C. Bernard et al. , arXiv:hep-lat/0402030, submitted to Phys. Rev. D on PithPith's reviewarXiv
- [16] C. Allton, Nucl. Phys. B (Proc. Suppl.) 53, 867 (1997); arXiv:hep-lat/9610016 (unpublished) on PithPith's reviewarXiv
- [17] S. Gottlieb et al. , Phys. Rev. Lett. 59, 2247 (1987) on Pith
- [18] R.V. Gavai and S. Gupta, Phys. Rev. D 64, 074506 (2001); Phys. Rev. D 65, 094515, (2002); R.V. Gavai, S. Gupta and P. Majumdar, Phys. Rev. D 65, 054506 (2002) on Pith
- [19] S. Ejiri et al. , arXiv:hep-lat/0312006 on PithPith's reviewarXiv
- [20] J.P. Blaizot, E. Iancu and A. Rebhan, Phys. Lett. B523, 143 (2001), and Eur. Phys. J. C27, 433 (2003); A. Rebhan, arXiv:hep-ph/0301130 on PithPith's reviewarXiv
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- [21] P. Chakrabatrty, M.G. Mustafa and M.H. Thoma, Eur. Phys . J. C23, 591 (2002), and Phys. Rev. D 68, 085012 (2003) on Pith
- [22] A. Vuorinen, Phys. Rev. D 67, 074032 (2003), and Phys. Rev. D 68, 054017 (2003) on Pith
- [23] Our normalization of the quark number susceptibilitie s differs from that used in studies of two-flavor QCD and in our earlier reports on this work. In our p resent notation χI,I =χN S/4 andχB+ 12 Y,B + 12 Y =χS/4, where χN S andχS are commonly referred to as the non-singlet and... on Pith
- [24] F. Karsch et al. , Nucl. Phys. B (Proc. Suppl.), 129 & 130 , 614 (2004). 15 FIG. 1: The energy density, pressure and quark number suscep tibility for free, massless quarks as a function of the temporal lattice size, Nt, for conventional and improved actions. For free fermions ... on Pith
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- Fluctuations and Correlations of net baryon number, electric charge, and strangeness: A comparison of lattice QCD results with the hadron resonance gas model hep-lat · Mar 2012
- Space-time evolution of bulk QCD matter nucl-th · Jul 2006
- Thermodynamics of Two Flavor QCD to Sixth Order in Quark Chemical Potential hep-lat · Jan 2005
- Gravitational traces of broken gauge symmetries hep-ph · Oct 2019
- The QCD equation of state from the lattice hep-lat · Jul 2012
- The phase diagram of dense QCD hep-ph · May 2010
- The phase diagram of quantum chromodynamics hep-ph · Aug 2009
- Theta dependence of SU(N) gauge theories in the presence of a topological term hep-th · Mar 2008
- Lattice QCD at non-zero temperature hep-lat · Mar 2012
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How the literature uses it
38 arXiv papers cite this in 49 sentences
Papers whose main result relates to this one's
States the same result 1 paper
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For the quark masses studied to date, we find a crossover that strengthens as m_{u,d} decreases, rather than a bona fide phase transition.
Papers citing it · 28 sentences without a confident label
Uses its data or values 4 papers
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Current results for the critical pion mass obtained in calculations with staggered (standard and p4fat3) fermions on $N_τ=4$ and 6 lattices vary from about 300 MeV down to about 70 MeV [ref] .
Chiral phase structure of three flavor QCD at vanishing baryon number density · Introduction · 0.88
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During the epoch of the QCD phase transition at a temperature around 170 MeV, as indicated by lattice simulations [ref] , the production rate of sterile neutrinos remains significant.
Exploring Ultralight Scalar Assistance in Sterile Neutrino Dark Matter: Cold Spectrum and Unusual X/Gamma-ray Signatures · The Boltzmann equation for sterile neutrino · 0.81
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Baryon number fluctuations for asqtad action have been calculated in Ref. [ref] for $m_q=0.2m_s$ on $N_τ=6$ lattices.
QCD Equation of State and Hadron Resonance Gas · Fluctuations of conserved charges · 0.96
Compares with it 1 paper
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This value is in much better agreement with lattice results, $T_c^(latt) = 160-200$ MeV [ref] , than the value recently obtained in the local SU(3) PNJL model, $T^(PNJL)_c = 259$ MeV [ref] .
Meson properties at finite temperature in a three flavor nonlocal chiral quark model with Polyakov loop · Finite temperature results · 0.95
Cites it as support 1 paper
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It has been established by lattice calculations that at the physical values of light and strange quark masses at zero baryon chemical potential the transition from the hadronic into the deconfined phase of QCD is a rapid crossover rather than a genuine phase transition [ref] .
Lattice QCD at Non-Zero Temperature · Chiral crossover · 0.96
Cites it as background 12 papers
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Recently, the most detailed studies of the transition temperature have been performed with different variants of the staggered fermion action [ref] .
The finite temperature QCD using 2+1 flavors of domain wall fermions at N_t = 8 · Introduction · 0.99
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The first order chiral phase transition in 3–flavor QCD has been investigated on coarse lattices using unimproved [ref] as well as improved actions [ref] .
Chiral phase structure of three flavor QCD at vanishing baryon number density · Introduction · 0.98
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Chiral susceptibility has been studied in the framework of lattice QCD [ref] , hard thermal loop approximation [ref] , chiral perturbation theory [ref] , NJL model [ref] , Dyson-Schwinger equation [ref] , etc.
Chiral susceptibility in dense thermo-magnetic QCD medium within HTL approximation · Introduction · 0.97
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