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Hydrodynamic Swarming of Thermally Active Dimeric Colloids

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Paper breakdownThe authors' claims, conditions and measurements, as JSON Signed receiptProof this review has not been altered
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Martin Wagner, Marisol Ripoll

Soft Condensed Matter · Submitted 24 Jan 2017

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

The authors' main claim The resulting hydrodynamic assembly in flattened swarms is therefore very specific to these dimeric active colloids.

how it is stated · asserted 1.00 read the record →

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arXiv ID1701.07071 (version 1)
Pith IDJJCYRRH6, Pith's permanent record of this paper and its review
CitationMarisol Ripoll, Martin Wagner. "Hydrodynamic Swarming of Thermally Active Dimeric Colloids." arXiv:1701.07071 (2017). https://pith.science/paper/JJCYRRH6
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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-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,200 input tokens.

What the abstract itself states, as probabilities: claims first 0.05 · states limitation 0.14 · human participants 0.01 · controlled comparison 0.04 · randomized assignment 0.01 · states quantitative result 0.04 · compares with prior results 0.10 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

Self-propelled phoretic colloids have recently emerged as a promising avenue for the design of artificial swimmers. These swimmers combine purely phoretic interactions with intricate hydrodynamics which critically depend on the swimmer shape. Thermophobic dimer shaped colloids are here investigated by means of hydrodynamic simulations, from the single particle motion to their collective behavior. The combination of phoretic repulsion with hydrodynamic lateral attraction favors the formation of planar moving clusters. The resulting hydrodynamic assembly in flattened swarms is therefore very specific to these dimeric active colloids.

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 Self-propelled phoretic colloids have recently emerged as a promising avenue for the design of artificial swimmers. background 1.00 0.04 0.02 asserted 0.75
s1 These swimmers combine purely phoretic interactions with intricate hydrodynamics which critically depend on the swimmer shape. background 1.00 0.08 0.04 asserted 1.00
s2 Thermophobic dimer shaped colloids are here investigated by means of hydrodynamic simulations, from the single particle motion to their collective behavior. contribution 0.57 0.92 0.05 asserted 0.87
s3 The combination of phoretic repulsion with hydrodynamic lateral attraction favors the formation of planar moving clusters. result 0.90 0.80 0.70 asserted 0.97
s4 The resulting hydrodynamic assembly in flattened swarms is therefore very specific to these dimeric active colloids. interpretation 0.83 0.79 0.56 asserted 1.00

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 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

Self-propelled phoretic colloids have recently emerged as a promising avenue for the design of artificial swimmers. These swimmers combine purely phoretic interactions with intricate hydrodynamics which critically depend on the swimmer shape. Thermophobic dimer shaped colloids are here investigated by means of hydrodynamic simulations, from the single particle motion to their collective behavior. The combination of phoretic repulsion with hydrodynamic lateral attraction favors the formation of planar moving clusters. The resulting hydrodynamic assembly in flattened swarms is therefore very specific to these dimeric active colloids.

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1 arXiv paper cite this in 1 sentence

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

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