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Bistability of buoyancy-driven exchange flows in vertical tubes

Fluid Dynamics · Submitted 5 Feb 2018

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

The authors' main claim Our numerical experiments, which fully predict experimental data without fitting parameters, demonstrate that buoyancy-driven exchange flows are indeed inherently bistable systems.

how it is stated · asserted 1.00 read the record →

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arXiv ID1802.01664 (version 1)
Pith IDMMDDK74T, Pith's permanent record of this paper and its review
CitationDavide Picchi, Ilenia Battiato, Jenny Suckale, Tobias Keller, Zhipeng Qin. "Bistability of buoyancy-driven exchange flows in vertical tubes." arXiv:1802.01664 (2018). https://pith.science/paper/MMDDK74T
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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, 8,239 input tokens.

What the abstract itself states, as probabilities: claims first 0.05 · states limitation 0.28 · human participants 0.02 · controlled comparison 0.05 · randomized assignment 0.01 · states quantitative result 0.06 · compares with prior results 0.97 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

Buoyancy-driven exchange flows are common to a variety of natural and engineering systems ranging from persistently active volcanoes to counterflows in oceanic straits. Experiments of exchange flows in closed vertical tubes have been used as surrogates to elucidate the basic features of such flows. The resulting data have historically been analyzed and interpreted through core-annular flow solutions, the most common flow configuration at finite viscosity contrasts. These models have been successful in fitting experimental data, but less effective at explaining the variability observed in natural systems. In this paper, we formulate a core-annular solution to the classical problem of buoyancy-driven exchange flows in vertical tubes. The model posits the existence of two mathematically valid solutions, i.e. thin- and thick-core solutions. The theoretical existence of two solutions, however, does not necessarily imply that the system is bistable in the sense that flow switching may occur. Using direct numerical simulations, we test the hypothesis that core-annular flow in vertical tubes is bistable, which implies that the realized flow field is not uniquely defined by the material parameters of the flow. Our numerical experiments, which fully predict experimental data without fitting parameters, demonstrate that buoyancy-driven exchange flows are indeed inherently bistable systems. This finding is consistent with previous experimental data, but in contrast to the underlying hypothesis of previous analytical models that the solution is unique and can be identified by maximizing the flux or extremizing the dissipation in the system. These results have important implications for data interpretation by analytical models, and may also have relevant ramifications for understanding volcanic degassing.

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 Buoyancy-driven exchange flows are common to a variety of natural and engineering systems ranging from persistently active volcanoes to counterflows in oceanic straits. background 1.00 0.04 0.01 asserted 1.00
s1 Experiments of exchange flows in closed vertical tubes have been used as surrogates to elucidate the basic features of such flows. background 0.95 0.11 0.01 asserted 1.00
s2 The resulting data have historically been analyzed and interpreted through core-annular flow solutions, the most common flow configuration at finite viscosity contrasts. background 0.99 0.05 0.01 asserted 0.99
s3 These models have been successful in fitting experimental data, but less effective at explaining the variability observed in natural systems. gap 0.53 0.06 0.02 asserted 0.98
s4 In this paper, we formulate a core-annular solution to the classical problem of buoyancy-driven exchange flows in vertical tubes. contribution 0.80 0.95 0.03 asserted 0.98
s5 The model posits the existence of two mathematically valid solutions, i.e. thin- and thick-core solutions. contribution 0.54 0.79 0.05 asserted 0.91
s6 The theoretical existence of two solutions, however, does not necessarily imply that the system is bistable in the sense that flow switching may occur. gap 0.79 0.22 0.03 asserted 0.74
s7 Using direct numerical simulations, we test the hypothesis that core-annular flow in vertical tubes is bistable, which implies that the realized flow field is not uniquely defined by the material parameters of the flow. method 0.52 0.89 0.06 hedged possibility 0.38
s8 Our numerical experiments, which fully predict experimental data without fitting parameters, demonstrate that buoyancy-driven exchange flows are indeed inherently bistable systems. result 1.00 0.97 0.90 asserted 1.00
s9 This finding is consistent with previous experimental data, but in contrast to the underlying hypothesis of previous analytical models that the solution is unique and can be identified by maximizing the flux or extremizing the dissipation in the system. interpretation 0.67 0.68 0.31 asserted 0.56
s10 These results have important implications for data interpretation by analytical models, and may also have relevant ramifications for understanding volcanic degassing. interpretation 1.00 0.52 0.08 hedged possibility 0.85

What kind of paper the classifier reports this is: simulation study 0.94 · evidence from simulation or computation 1.00.

What was examined, and what was not

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  • references and citing sentences
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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

Buoyancy-driven exchange flows are common to a variety of natural and engineering systems ranging from persistently active volcanoes to counterflows in oceanic straits. Experiments of exchange flows in closed vertical tubes have been used as surrogates to elucidate the basic features of such flows. The resulting data have historically been analyzed and interpreted through core-annular flow solutions, the most common flow configuration at finite viscosity contrasts. These models have been successful in fitting experimental data, but less effective at explaining the variability observed in natural systems. In this paper, we formulate a core-annular solution to the classical problem of buoyancy-driven exchange flows in vertical tubes. The model posits the existence of two mathematically valid solutions, i.e. thin- and thick-core solutions. The theoretical existence of two solutions, however, does not necessarily imply that the system is bistable in the sense that flow switching may occur. Using direct numerical simulations, we test the hypothesis that core-annular flow in vertical tubes is bistable, which implies that the realized flow field is not uniquely defined by the material parameters of the flow. Our numerical experiments, which fully predict experimental data without fitting parameters, demonstrate that buoyancy-driven exchange flows are indeed inherently bistable systems. This finding is consistent with previous experimental data, but in contrast to the underlying hypothesis of previous analytical models that the solution is unique and can be identified by maximizing the flux or extremizing the dissipation in the system. These results have important implications for data interpretation by analytical models, and may also have relevant ramifications for understanding volcanic degassing.

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