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Particles in turbulent separated flow over a bump: effect of the Stokes number and lift force

Fluid Dynamics · Submitted 4 Jul 2019

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

The authors' main claim When the lift force is included a significant difference in the particle concentration, in the order of thousands, is observed in comparison with cases where the lift force is omitted.

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arXiv ID1907.02270 (version 1)
Pith IDFRWPEWSX, Pith's permanent record of this paper and its review
CitationCarlo Massimo Casciola, Francesco Battista, Jean-Paul Mollicone, Mahshid Sharifi, Paolo Gualtieri. "Particles in turbulent separated flow over a bump: effect of the Stokes number and lift force." arXiv:1907.02270 (2019). https://pith.science/paper/FRWPEWSX
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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 7,515 input tokens.

What the abstract itself states, as probabilities: claims first 0.09 · states limitation 0.18 · human participants 0.01 · controlled comparison 0.89 · randomized assignment 0.01 · states quantitative result 0.93 · compares with prior results 0.68 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

Particle-laden turbulent flow that separates due to a bump inside a channel is simulated to analyse the effects of the Stokes number and the lift force on the particle spatial distribution. The fluid friction Reynolds number is approximately 900 over the bump, the highest achieved for similar computational domains. A range of particle Stokes numbers are considered, each simulated with and without the lift force in the particle dynamic equation. When the lift force is included a significant difference in the particle concentration, in the order of thousands, is observed in comparison with cases where the lift force is omitted. The greatest deviation is in regions of high vorticity, particularly at the walls and in the shear layer but results show that the concentration also changes in the bulk of the flow away from the walls. The particle behaviour changes drastically when the Stokes number is varied. As the Stokes number increases, particles bypass the recirculating region that is formed after the bump and their redistribution is mostly affected by the strong shear layer. Particles segregate at the walls and particularly accumulate in secondary recirculating regions behind the bump. At higher Stokes numbers, the particles create reflection layers of high concentration due to their inertia as they are diverted by the bump. The fluid flow is less influential and this enables the particles to enter the recirculating region by rebounding off walls and create a focus of high particle concentration.

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 Particle-laden turbulent flow that separates due to a bump inside a channel is simulated to analyse the effects of the Stokes number and the lift force on the particle spatial distribution. contribution 0.94 0.93 0.06 asserted 0.79
s1 The fluid friction Reynolds number is approximately 900 over the bump, the highest achieved for similar computational domains. method 0.79 0.86 0.03 asserted 0.99
s2 A range of particle Stokes numbers are considered, each simulated with and without the lift force in the particle dynamic equation. method 0.97 0.93 0.03 asserted 0.80
s3 When the lift force is included a significant difference in the particle concentration, in the order of thousands, is observed in comparison with cases where the lift force is omitted. result 1.00 0.93 0.37 asserted 1.00
s4 The greatest deviation is in regions of high vorticity, particularly at the walls and in the shear layer but results show that the concentration also changes in the bulk of the flow away from the walls. result 0.99 0.93 0.19 asserted 1.00
s5 The particle behaviour changes drastically when the Stokes number is varied. result 1.00 0.84 0.12 asserted 1.00
s6 As the Stokes number increases, particles bypass the recirculating region that is formed after the bump and their redistribution is mostly affected by the strong shear layer. result 0.90 0.90 0.17 asserted 1.00
s7 Particles segregate at the walls and particularly accumulate in secondary recirculating regions behind the bump. result 1.00 0.87 0.13 asserted 1.00
s8 At higher Stokes numbers, the particles create reflection layers of high concentration due to their inertia as they are diverted by the bump. result 0.93 0.88 0.10 asserted 1.00
s9 The fluid flow is less influential and this enables the particles to enter the recirculating region by rebounding off walls and create a focus of high particle concentration. interpretation 0.86 0.82 0.12 asserted 1.00

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

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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

Particle-laden turbulent flow that separates due to a bump inside a channel is simulated to analyse the effects of the Stokes number and the lift force on the particle spatial distribution. The fluid friction Reynolds number is approximately 900 over the bump, the highest achieved for similar computational domains. A range of particle Stokes numbers are considered, each simulated with and without the lift force in the particle dynamic equation. When the lift force is included a significant difference in the particle concentration, in the order of thousands, is observed in comparison with cases where the lift force is omitted. The greatest deviation is in regions of high vorticity, particularly at the walls and in the shear layer but results show that the concentration also changes in the bulk of the flow away from the walls. The particle behaviour changes drastically when the Stokes number is varied. As the Stokes number increases, particles bypass the recirculating region that is formed after the bump and their redistribution is mostly affected by the strong shear layer. Particles segregate at the walls and particularly accumulate in secondary recirculating regions behind the bump. At higher Stokes numbers, the particles create reflection layers of high concentration due to their inertia as they are diverted by the bump. The fluid flow is less influential and this enables the particles to enter the recirculating region by rebounding off walls and create a focus of high particle concentration.

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