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Disorder-Assisted Electron-Phonon Scattering and Cooling Pathways in Graphene

Mesoscale and Nanoscale Physics · Submitted 20 Nov 2011

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

The authors' main claim We predict that graphene is a unique system where disorder-assisted scattering (supercollisions) dominates electron-lattice cooling over a wide range of temperatures, up to room temperature.

how it is stated · asserted 0.46 read the record →

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arXiv ID1111.4678 (version 2)
Pith IDBDOAC4KL, Pith's permanent record of this paper and its review
CitationJustin C. W. Song, Leonid S. Levitov, Michael Y. Reizer. "Disorder-Assisted Electron-Phonon Scattering and Cooling Pathways in Graphene." arXiv:1111.4678 (2011). https://pith.science/paper/BDOAC4KL
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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, 3,616 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.12 · states limitation 0.07 · human participants 0.02 · controlled comparison 0.06 · randomized assignment 0.01 · states quantitative result 0.40 · compares with prior results 0.28 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v2. Results and the main claim are underlined; .

We predict that graphene is a unique system where disorder-assisted scattering (supercollisions) dominates electron-lattice cooling over a wide range of temperatures, up to room temperature. This is so because for momentum-conserving electron-phonon scattering the energy transfer per collision is severely constrained due to a small Fermi surface size. The characteristic $T^3$ temperature dependence and power-law cooling dynamics provide clear experimental signatures of this new cooling mechanism. The cooling rate can be changed by orders of magnitude by varying the amount of disorder which offers means for a variety of new applications that rely on hot-carrier transport.

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 predict that graphene is a unique system where disorder-assisted scattering (supercollisions) dominates electron-lattice cooling over a wide range of temperatures, up to room temperature. result 0.83 0.83 0.90 asserted 0.46
s1 This is so because for momentum-conserving electron-phonon scattering the energy transfer per collision is severely constrained due to a small Fermi surface size. interpretation 0.93 0.35 0.05 asserted 1.00
s2 The characteristic $T^3$ temperature dependence and power-law cooling dynamics provide clear experimental signatures of this new cooling mechanism. result 0.86 0.55 0.12 asserted 0.99
s3 The cooling rate can be changed by orders of magnitude by varying the amount of disorder which offers means for a variety of new applications that rely on hot-carrier transport. interpretation 0.66 0.54 0.11 asserted 0.87

What kind of paper the classifier reports this is: theoretical result 1.00 · evidence from argument 0.81.

What was examined, and what was not

sources read
  • arXiv listing abstract v2
not examined
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  • figures and tables
  • references and citing sentences
  • relations to other papers
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  • 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

We predict that graphene is a unique system where disorder-assisted scattering (supercollisions) dominates electron-lattice cooling over a wide range of temperatures, up to room temperature. This is so because for momentum-conserving electron-phonon scattering the energy transfer per collision is severely constrained due to a small Fermi surface size. The characteristic $T^3$ temperature dependence and power-law cooling dynamics provide clear experimental signatures of this new cooling mechanism. The cooling rate can be changed by orders of magnitude by varying the amount of disorder which offers means for a variety of new applications that rely on hot-carrier transport.

Human review
How the literature uses it

9 arXiv papers cite this in 27 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 · 19 sentences without a confident label

Uses its method or tool 2 papers
Compares with it 1 paper
  • In contrast, the corresponding $q$-dependence in Ref. [ref] can be traced to the energy of a virtual electronic state in a second-order process involving both $e$-phonon and $e$-impurity scattering events.

    Electron-phonon mediated heat flow in disordered graphene · Deformation potential heat flux · 0.99

Cites it as background 2 papers

What it cites · 2 sentences without a confident label

Cites as background 1 paper

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