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Transport of polymer particles in a oil-water flow in porous media: enhancing oil recovery

Fluid Dynamics · Submitted 15 Feb 2018

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

The authors' main claim We show that previously obtained experimental results can be qualitatively explained by a simple two-phase flow model with an additional transport equation for the polymer particles.

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arXiv ID1802.05456 (version 1)
Pith IDUDWYTW6H, Pith's permanent record of this paper and its review
CitationEirik Keilegavlen, Florin A. Radu, Kristine Spildo, Kundan Kumar, Max A. Endo Kokubun. "Transport of polymer particles in a oil-water flow in porous media: enhancing oil recovery." arXiv:1802.05456 (2018). https://pith.science/paper/UDWYTW6H
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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, 5,611 input tokens.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.19 · human participants 0.01 · controlled comparison 0.13 · randomized assignment 0.01 · states quantitative result 0.04 · compares with prior results 0.71 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

We study a heuristic, core-scale model for the transport of polymer particles in a two phase (oil and water) porous medium. We are motivated by recent experimental observations which report increased oil recovery when polymers are injected after the initial waterflood. The recovery mechanism is believed to be microscopic diversion of the flow, where injected particles can accumulate in narrow pore throats and clog it, in a process known as a log-jamming effect. The blockage of the narrow pore channels lead to a microscopic diversion of the water flow, causing a redistribution of the local pressure, which again can lead to the mobilization of trapped oil, enhancing its recovery. Our objective herein is to develop a core-scale model that is consistent with the observed production profiles. We show that previously obtained experimental results can be qualitatively explained by a simple two-phase flow model with an additional transport equation for the polymer particles. A key aspect of the formulation is that the microscopic heterogeneity of the rock and a dynamic altering of the permeability must be taken into account in the rate equations.

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 study a heuristic, core-scale model for the transport of polymer particles in a two phase (oil and water) porous medium. contribution 0.90 0.86 0.03 asserted 0.92
s1 We are motivated by recent experimental observations which report increased oil recovery when polymers are injected after the initial waterflood. background 1.00 0.05 0.03 asserted 0.85
s2 The recovery mechanism is believed to be microscopic diversion of the flow, where injected particles can accumulate in narrow pore throats and clog it, in a process known as a log-jamming effect. background 0.92 0.06 0.07 hedged possibility 0.79
s3 The blockage of the narrow pore channels lead to a microscopic diversion of the water flow, causing a redistribution of the local pressure, which again can lead to the mobilization of trapped oil, enhancing its recovery. background 0.76 0.11 0.15 asserted 0.59
s4 Our objective herein is to develop a core-scale model that is consistent with the observed production profiles. contribution 0.92 0.25 0.04 asserted 0.80
s5 We show that previously obtained experimental results can be qualitatively explained by a simple two-phase flow model with an additional transport equation for the polymer particles. result 0.70 0.90 0.60 asserted 0.98
s6 A key aspect of the formulation is that the microscopic heterogeneity of the rock and a dynamic altering of the permeability must be taken into account in the rate equations. method 0.84 0.52 0.11 asserted 0.98

What kind of paper the classifier reports this is: theoretical result 0.94 · evidence from analysis of existing data 0.39.

What was examined, and what was not

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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 study a heuristic, core-scale model for the transport of polymer particles in a two phase (oil and water) porous medium. We are motivated by recent experimental observations which report increased oil recovery when polymers are injected after the initial waterflood. The recovery mechanism is believed to be microscopic diversion of the flow, where injected particles can accumulate in narrow pore throats and clog it, in a process known as a log-jamming effect. The blockage of the narrow pore channels lead to a microscopic diversion of the water flow, causing a redistribution of the local pressure, which again can lead to the mobilization of trapped oil, enhancing its recovery. Our objective herein is to develop a core-scale model that is consistent with the observed production profiles. We show that previously obtained experimental results can be qualitatively explained by a simple two-phase flow model with an additional transport equation for the polymer particles. A key aspect of the formulation is that the microscopic heterogeneity of the rock and a dynamic altering of the permeability must be taken into account in the rate equations.

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