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Corrected Navier-Stokes equations for compressible flows

Fluid Dynamics · Submitted 24 Dec 2022

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

The authors' main claim For the first time, the NS equations have been capable of accurately solving shock structure and rarefied gas flows.

how it is stated · asserted 1.00 read the record →

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arXiv ID2212.12642 (version 1)
Pith IDT5AWR3PE, Pith's permanent record of this paper and its review
CitationDong Ma, Jinglei Xu, Lin Bi, Longfei Chen, Pengxin Liu, Xianxu Yuan. "Corrected Navier-Stokes equations for compressible flows." arXiv:2212.12642 (2022). https://pith.science/paper/T5AWR3PE
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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, 6,841 input tokens.

What the abstract itself states, as probabilities: claims first 0.91 · states limitation 0.11 · human participants 0.01 · controlled comparison 0.22 · randomized assignment 0.01 · states quantitative result 0.05 · compares with prior results 0.85 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

For gas flows, the Navier-Stokes (NS) equations are established by mathematically expressing conservations of mass, momentum and energy. The advantage of the NS equations over the Euler equations is that the NS equations have taken into account the viscous stress caused by the thermal motion of molecules. The viscous stress arises from applying Isaac Newton's second law to fluid motion, together with the assumption that the stress is proportional to the gradient of velocity1. Thus, the assumption is the only empirical element in the NS equations, and this is actually the reason why the NS equations perform poorly under special circumstances. For example, the NS equations cannot describe rarefied gas flows and shock structure. This work proposed a correction to the NS equations with an argument that the viscous stress is proportional to the gradient of momentum when the flow is under compression, with zero additional empirical parameters. For the first time, the NS equations have been capable of accurately solving shock structure and rarefied gas flows. In addition, even for perfect gas, the accuracy of the prediction of heat flux rate is greatly improved. The corrected NS equations can readily be used to improve the accuracy in the computation of flows with density variations which is common in nature.

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 For gas flows, the Navier-Stokes (NS) equations are established by mathematically expressing conservations of mass, momentum and energy. background 1.00 0.06 0.02 asserted 1.00
s1 The advantage of the NS equations over the Euler equations is that the NS equations have taken into account the viscous stress caused by the thermal motion of molecules. background 1.00 0.06 0.03 asserted 1.00
s2 The viscous stress arises from applying Isaac Newton's second law to fluid motion, together with the assumption that the stress is proportional to the gradient of velocity1. background 1.00 0.05 0.02 asserted 1.00
s3 Thus, the assumption is the only empirical element in the NS equations, and this is actually the reason why the NS equations perform poorly under special circumstances. background 0.65 0.21 0.04 asserted 1.00
s4 For example, the NS equations cannot describe rarefied gas flows and shock structure. background 0.48 0.10 0.03 asserted 1.00
s5 This work proposed a correction to the NS equations with an argument that the viscous stress is proportional to the gradient of momentum when the flow is under compression, with zero additional empirical parameters. contribution 0.90 0.94 0.42 asserted 0.99
s6 For the first time, the NS equations have been capable of accurately solving shock structure and rarefied gas flows. result 0.96 0.87 0.72 asserted 1.00
s7 In addition, even for perfect gas, the accuracy of the prediction of heat flux rate is greatly improved. result 1.00 0.83 0.09 asserted 1.00
s8 The corrected NS equations can readily be used to improve the accuracy in the computation of flows with density variations which is common in nature. interpretation 0.92 0.48 0.14 asserted 0.76

What kind of paper the classifier reports this is: theoretical result 0.63 · evidence from argument 0.74.

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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

For gas flows, the Navier-Stokes (NS) equations are established by mathematically expressing conservations of mass, momentum and energy. The advantage of the NS equations over the Euler equations is that the NS equations have taken into account the viscous stress caused by the thermal motion of molecules. The viscous stress arises from applying Isaac Newton's second law to fluid motion, together with the assumption that the stress is proportional to the gradient of velocity1. Thus, the assumption is the only empirical element in the NS equations, and this is actually the reason why the NS equations perform poorly under special circumstances. For example, the NS equations cannot describe rarefied gas flows and shock structure. This work proposed a correction to the NS equations with an argument that the viscous stress is proportional to the gradient of momentum when the flow is under compression, with zero additional empirical parameters. For the first time, the NS equations have been capable of accurately solving shock structure and rarefied gas flows. In addition, even for perfect gas, the accuracy of the prediction of heat flux rate is greatly improved. The corrected NS equations can readily be used to improve the accuracy in the computation of flows with density variations which is common in nature.

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