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Finite temperature gluon spectral functions from $N_f=2+1+1$ lattice QCD

High Energy Physics - Lattice · Submitted 30 Jan 2017

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim This dispersion relation reveals different in-medium masses for longitudinal and transversal gluons at high temperatures, qualitatively consistent with weak coupling expectations.

how it is stated · hedged possibility 0.72 read the record →

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arXiv ID1701.08610 (version 1)
Pith IDB6UCFEBC, Pith's permanent record of this paper and its review
CitationAlexander Rothkopf, Anton Trunin, Ernst-Michael Ilgenfritz, Jan M. Pawlowski. "Finite temperature gluon spectral functions from $N_f=2+1+1$ lattice QCD." arXiv:1701.08610 (2017). https://pith.science/paper/B6UCFEBC
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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,976 input tokens.

What the abstract itself states, as probabilities: claims first 0.05 · states limitation 0.97 · human participants 0.01 · controlled comparison 0.05 · randomized assignment 0.01 · states quantitative result 0.09 · compares with prior results 0.21 · mentions code or data availability 0.02.

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

We investigate gluon spectral functions at finite temperature in Landau gauge, based on a subset of lattice QCD ensembles with $N_f=2+1+1$ dynamical twisted mass quarks flavors, generated by the tmfT collaboration. Our study uses a novel Bayesian approach for the extraction of non-positive definite spectral functions, which for each binned spatial momentum takes into account the gluon correlation functions at all available discrete imaginary frequencies. The spectral functions are extracted at three different lattice spacing, where for each of them, a scan of temperatures around the crossover transition is carried out at fixed scale. We find indications for the existence of a well defined quasi-particle peak. Due to a relatively small number of imaginary frequencies available, we focus on the momentum and temperature dependence of the position of this spectral feature. This dispersion relation reveals different in-medium masses for longitudinal and transversal gluons at high temperatures, qualitatively consistent with weak coupling expectations.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 We investigate gluon spectral functions at finite temperature in Landau gauge, based on a subset of lattice QCD ensembles with $N_f=2+1+1$ dynamical twisted mass quarks flavors, generated by the tmfT collaboration. contribution 0.68 0.82 0.03 asserted 0.96
s1 Our study uses a novel Bayesian approach for the extraction of non-positive definite spectral functions, which for each binned spatial momentum takes into account the gluon correlation functions at all available discrete imaginary frequencies. method 0.95 0.94 0.04 asserted 0.99
s2 The spectral functions are extracted at three different lattice spacing, where for each of them, a scan of temperatures around the crossover transition is carried out at fixed scale. method 0.98 0.94 0.03 asserted 0.97
s3 We find indications for the existence of a well defined quasi-particle peak. result 1.00 0.97 0.48 hedged possibility 0.91
s4 Due to a relatively small number of imaginary frequencies available, we focus on the momentum and temperature dependence of the position of this spectral feature. limitation 1.00 0.77 0.04 asserted 0.95
s5 This dispersion relation reveals different in-medium masses for longitudinal and transversal gluons at high temperatures, qualitatively consistent with weak coupling expectations. interpretation 0.65 0.93 0.55 hedged possibility 0.72

What kind of paper the classifier reports this is: simulation study 1.00 · evidence from simulation or computation 0.82.

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

The paper
Original abstract

We investigate gluon spectral functions at finite temperature in Landau gauge, based on a subset of lattice QCD ensembles with $N_f=2+1+1$ dynamical twisted mass quarks flavors, generated by the tmfT collaboration. Our study uses a novel Bayesian approach for the extraction of non-positive definite spectral functions, which for each binned spatial momentum takes into account the gluon correlation functions at all available discrete imaginary frequencies. The spectral functions are extracted at three different lattice spacing, where for each of them, a scan of temperatures around the crossover transition is carried out at fixed scale. We find indications for the existence of a well defined quasi-particle peak. Due to a relatively small number of imaginary frequencies available, we focus on the momentum and temperature dependence of the position of this spectral feature. This dispersion relation reveals different in-medium masses for longitudinal and transversal gluons at high temperatures, qualitatively consistent with weak coupling expectations.

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References
How the literature uses it

21 arXiv papers cite this in 29 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 · 20 sentences without a confident label

Uses its method or tool 1 paper
Compares with it 5 papers
Cites it as support 1 paper
  • This is confirmed by lattice studies that show a slight deviation of the $O(4)$ invariance only for the first Matsubara mode at temperatures just below the critical temperature [ref] .

    Non-perturbative finite-temperature Yang-Mills theory · Finite-temperature vertex expansion · 0.97

Cites it as background 2 papers
  • More takes on the analytic structure of gluon and/or quark propagators can be found in $e.g.$ [ref] .

    Extracting topological information from momentum space propagators · Conclusions · 1.00

  • Recent work on spectral reconstruction at finite temperature can be found in Refs. [ref] , and while some progress has been made with the reconstruction methods (recent attempts include reconstruction with the Maximum Entropy Method [ref] , Backus-Gilbert method [ref] and its modifications [ref] , a recently formulated Bayesian Reconstruction method [ref] , and stochastic-based analytic continuation techniques [ref] ), it is of primary importance to produce gauge field ensembles that are specifically tuned for addressing the reconstruction problem.

    Highly improved staggered quarks on anisotropic lattices · Introduction · 0.93

What it cites · 22 sentences without a confident label

Uses the method or tool of 2 papers
Uses data or values from 5 papers
  • In Ref. [ref] these ensembles have been calibrated with the help of the baryon spectrum, and we adopt these results for the lattice spacing.

    Baryon spectrum with $N_f=2+1+1$ twisted mass fermions · Lattice simulations and gauge fixing · 1.00

  • They represent a subset of configurations, which were generated by the tmfT collaboration originally for the study of QCD thermodynamics [ref] in the presence of a heavy doublet of quarks (third and fourth quark species).

    Towards thermodynamics with $N_f=2+1+1$ twisted mass quarks · Lattice simulations and gauge fixing · 0.95

  • The tmfT collaboration has adopted three parameter sets for their finite temperature studies from the zero-temperature ensembles used by the ETMC collaboration (under the names A60.24, B55.32 and D45.32 defined in Ref. [ref] ).

    Light hadrons from Nf=2+1+1 dynamical twisted mass fermions · Lattice simulations and gauge fixing · 0.98

Compares with 2 papers
  • This simple fit ansatz manages to retrace the values reasonably well and leads to significantly different intercepts, i.e. quasi-particle masses between the lowest and highest temperature: [equation] For comparison purposes we also display (red dashed curve) a recent lattice QCD determination of the Debye mass with $N_f=2+1$ flavors of light HISQ quarks [ref] , which at $T=0.381$GeV coincidentally agrees within errors with the HTL value of $m_D$ evaluated for four massless flavors at the scale $μ=2πT$.

    A gauge invariant Debye mass and the complex heavy-quark potential · Longitudinal Spectra · 0.91

  • This simple fit ansatz manages to retrace the values reasonably well and leads to significantly different intercepts, i.e. quasi-particle masses between the lowest and highest temperature: [equation] For comparison purposes we also display (red dashed curve) a recent lattice QCD determination of the Debye mass with $N_f=2+1$ flavors of light HISQ quarks [ref] , which at $T=0.381$GeV coincidentally agrees within errors with the HTL value of $m_D$ evaluated for four massless flavors at the scale $μ=2πT$.

    Quarkonium at finite temperature: Towards realistic phenomenology from first principles · Longitudinal Spectra · 0.91

Cites as background 33 papers

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