Heavy quark radiative energy loss in nuclei within the improved high-twist approach

Yi-lun Du

RECORD

Heavy quark radiative energy loss in nuclei within the improved high-twist approach

Yi-Lun Du

High Energy Physics - Phenomenology · Submitted 7 Sep 2020

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

The authors' main claim The necessity to go beyond soft gluon radiation limit is demonstrated for a global description of light and heavy flavor data in heavy-ion collisions.

how it is stated · asserted 1.00 read the record →

Comment (0) Read on arXiv ↗

Cite ▾

Claim paper

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.

Open the compiled record

Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 3,679 input tokens.

What the abstract itself states, as probabilities: claims first 0.05 · states limitation 0.21 · human participants 0.01 · controlled comparison 0.41 · randomized assignment 0.01 · states quantitative result 0.09 · compares with prior results 0.98 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

In this proceedings, we review our recent work on the heavy quark radiative energy loss in nuclei due to multiple parton scattering within the recently improved high-twist approach, where gauge invariance can be ensured by a delicate setup of the initial partons' transverse momenta. Our new result is consistent with the previous calculations of light quark energy loss in the massless limit and heavy quark energy loss in the soft gluon radiation limit, respectively. We show numerically the correction to the heavy quark energy loss as compared with previous result and with soft gluon radiation approximation. The necessity to go beyond soft gluon radiation limit is demonstrated for a global description of light and heavy flavor data in heavy-ion collisions.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#	sentence	role	the authors' own work	states the main conclusion	strength
s0	In this proceedings, we review our recent work on the heavy quark radiative energy loss in nuclei due to multiple parton scattering within the recently improved high-twist approach, where gauge invariance can be ensured by a delicate setup of the initial partons' transverse momenta.	contribution 0.91	0.61	0.11	asserted 0.91
s1	Our new result is consistent with the previous calculations of light quark energy loss in the massless limit and heavy quark energy loss in the soft gluon radiation limit, respectively.	result 0.88	0.79	0.19	hedged possibility 0.80
s2	We show numerically the correction to the heavy quark energy loss as compared with previous result and with soft gluon radiation approximation.	result 0.63	0.94	0.11	asserted 1.00
s3	The necessity to go beyond soft gluon radiation limit is demonstrated for a global description of light and heavy flavor data in heavy-ion collisions.	interpretation 0.89	0.65	0.60	asserted 1.00

What kind of paper the classifier reports this is: review 0.54 · evidence from simulation or computation 0.89.

What was examined, and what was not

sources read

arXiv listing abstract v1

not examined

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

levels run

P abstract

not run

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

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

In this proceedings, we review our recent work on the heavy quark radiative energy loss in nuclei due to multiple parton scattering within the recently improved high-twist approach, where gauge invariance can be ensured by a delicate setup of the initial partons' transverse momenta. Our new result is consistent with the previous calculations of light quark energy loss in the massless limit and heavy quark energy loss in the soft gluon radiation limit, respectively. We show numerically the correction to the heavy quark energy loss as compared with previous result and with soft gluon radiation approximation. The necessity to go beyond soft gluon radiation limit is demonstrated for a global description of light and heavy flavor data in heavy-ion collisions.

Human review

How Pith checks papers → · Full audit of this paper →

How the literature uses it

What this paper does with the arXiv papers it cites

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 whose main result relates to this one's

Found among the papers closest to this one by title and main claim. Pith's classifier compared each pair's main results and a second model family confirmed the relation; checked against two further families, shown conflicts agreed 118 times in 120 and shown same results 218 times in 239. The quoted sentence is the other paper's main claim.

States the same result 1 paper

We show numerically the significance of the new correction term in the calculation of heavy quark energy loss as compared to previous studies and with soft gluon radiation approximation.

Revisiting heavy quark radiative energy loss in nuclei within the high-twist approach · 0.81

What it cites · 23 sentences without a confident label

Builds on 3 papers

Then it has been further improved by going beyond the helicity amplitude approximation [ref] and extended to evaluate heavy quark energy loss in SIDIS by considering charged-current interaction [ref] .

Multiple Parton Scattering in Nuclei: Beyond Helicity Amplitude Approximation · Introduction · 0.88
Then it has been further improved by going beyond the helicity amplitude approximation [ref] and extended to evaluate heavy quark energy loss in SIDIS by considering charged-current interaction [ref] .

Multiple Parton Scattering in Nuclei: Heavy Quark Energy Loss and Modified Fragmentation Functions · Introduction · 0.88
Then it has been further improved by going beyond the helicity amplitude approximation [ref] and extended to evaluate heavy quark energy loss in SIDIS by considering charged-current interaction [ref] .

Heavy Quark Energy Loss in Nuclear Medium · Introduction · 0.88

Compares with 2 papers

To demonstrate the significance of this correction quantitatively, we evaluated numerically the heavy quark energy loss and compared with the previous one in Ref. [ref] .

Multiple Parton Scattering in Nuclei: Heavy Quark Energy Loss and Modified Fragmentation Functions · Summary · 0.89
In massless limit, $a$ in Eq.([ref]) will reduce to $(1+z)/2$, which reproduces the previous result in Ref. [ref] .

Multiple Parton Scattering in Nuclei: Beyond Helicity Amplitude Approximation · Heavy quark energy loss · 0.87

Cites as background 9 papers

Among these jet quenching models, several are based on the high-twist expansion approach [ref] , which encodes the effect of parton energy loss as higher twist corrections to the vacuum fragmentation functions.

Hard collinear gluon radiation and multiple scattering in a medium · Introduction · 0.92
Among these jet quenching models, several are based on the high-twist expansion approach [ref] , which encodes the effect of parton energy loss as higher twist corrections to the vacuum fragmentation functions.

Multiple Scattering, Parton Energy Loss and Modified Fragmentation Functions in Deeply Inelastic eA Scattering · Introduction · 0.92
Among these jet quenching models, several are based on the high-twist expansion approach [ref] , which encodes the effect of parton energy loss as higher twist corrections to the vacuum fragmentation functions.

Multiple Parton Scattering in Nuclei: Parton Energy Loss · Introduction · 0.92

Discussion

Know something about this paper? Leave a comment, or highlight any passage above to comment on it.