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Theory of heavy quark energy loss

High Energy Physics - Phenomenology · Submitted 19 Jan 2012

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

The authors' main claim Some lessons are derived from RHIC and early LHC data, especially as for the contraints they impose on those models.

how it is stated · asserted 0.97 read the record →

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arXiv ID1201.4038 (version 1)
Pith IDSP43NZRT, Pith's permanent record of this paper and its review
CitationJoerg AICHELIN, Pol Gossiaux, Thierry Gousset. "Theory of heavy quark energy loss." arXiv:1201.4038 (2012). https://pith.science/paper/SP43NZRT
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The compiled record

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

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Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 2,239 input tokens, $0.0001 reported.

What the abstract itself states, as probabilities: claims first 0.02 · states limitation 0.16 · human participants 0.01 · controlled comparison 0.03 · randomized assignment 0.01 · states quantitative result 0.03 · compares with prior results 0.18 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

We briefly review some of the models and theoretical schemes established to describe heavy quark quenching in ultrarelativistic heavy ions collisions. Some lessons are derived from RHIC and early LHC data, especially as for the contraints they impose on those models.

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 briefly review some of the models and theoretical schemes established to describe heavy quark quenching in ultrarelativistic heavy ions collisions. background 0.72 0.17 0.05 asserted 0.66
s1 Some lessons are derived from RHIC and early LHC data, especially as for the contraints they impose on those models. result 0.34 0.62 0.20 asserted 0.97

What kind of paper the classifier reports this is: review 1.00 · evidence from literature 0.74.

What was examined, and what was not

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not examined
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  • figures and tables
  • references and citing sentences
  • relations to other papers
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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 briefly review some of the models and theoretical schemes established to describe heavy quark quenching in ultrarelativistic heavy ions collisions. Some lessons are derived from RHIC and early LHC data, especially as for the contraints they impose on those models.

Human review
How the literature uses it

7 arXiv papers cite this in 16 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 · 8 sentences without a confident label

Compares with it 3 papers
Cites it as background 4 papers
  • Since the discovery that heavy quarks (HQ) manifest a large coupling with the hot medium created in heavy ions ultrarelativistic collisions, many models and theoretical schemes (for a review see e.g. [ref] ) have been proposed in order to achieve a quantitative understanding of experimental data [ref] .

    Recent results on heavy quark quenching in ultrarelativistic heavy ion collisions · (Short) Introduction · 1.00

  • Similar studies have recently been performed in a thermal fireball model with a combined coalescence-fragmentation approach [ref] , in an ideal hydrodynamics model with a lattice-QCD EoS [ref] , in a model from Kolb and Heinz [ref] , in the BAMPS model [ref] , the MARTINI model [ref] as well as in further studies and model comparisons [ref] .

    Heavy quark transport at RHIC and LHC · Introduction · 0.82

  • The relative role of elastic and radiative scatterings on the energy loss of heavy-quarks is an open issue in the field [ref] .

    Top-quark production in proton-nucleus and nucleus-nucleus collisions at LHC energies and beyond · Introduction · 0.83

What it cites · 8 sentences without a confident label

Uses the method or tool of 1 paper
  • We only adapted the plasma expansion (simulated with the hydrodynamical code of Kolb-Heinz [ref] ) to obtain $dN_ch/dy=1600$ at the chemical freeze out and the initial $p_T$-distribution (taken according to FONLL 1.3.2), which is harder than at the RHIC energy[This explains why the medium appears as less opaque to HQ propagation although it is denser.] A satisfactory agreement is obtained although the $p_T$-range of the present data is not sufficient to disambiguate between collisional and radiative energy loss.

    nuclth/0305084 · Benefits from early LHC · 0.98

Uses data or values from 1 paper
Cites as background 1 paper

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