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Simulation of counter flow pedestrian dynamics in hallways using spheropolygons

Physics and Society · Submitted 31 Oct 2013

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

The authors' main claim The result highlights the importance of the pedestrians density and the effect of counter flow in the onset of avalanches and clogging, and provides qualitative measures of the number of injuries based on a calculation of the contact force network between the pedestrians.

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arXiv ID1310.8482 (version 1)
Pith IDRHBSU6WQ, Pith's permanent record of this paper and its review
CitationAlvaro Ramirez-Gomez, Celia Lozano, Fernando Alonso-Marroquin, Jonathan Busch. "Simulation of counter flow pedestrian dynamics in hallways using spheropolygons." arXiv:1310.8482 (2013). https://pith.science/paper/RHBSU6WQ
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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-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 6,825 input tokens, $0.0003 reported.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.17 · human participants 0.08 · controlled comparison 0.06 · randomized assignment 0.01 · states quantitative result 0.31 · compares with prior results 0.07 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

We developed a method for simulating pedestrian dynamics in a large, dense crowd. Our numerical model calculates pedestrian motion from Newton second laws, taking into account visco-elastic contact forces, contact friction, and ground reaction forces. In our computer simulation, non-spherical shapes (spheropolygons) modelled the positions of the chest and arms in the packing arrangement of pedestrian bodies, based on a cross-sectional profile using data from the US National Library of Medicine. Motive torque was taken to arise solely from the pedestrians orientation toward their preferred destination. The objective was to gain insight into a tragic incident at the Madrid Arena Pavilion in Spain, where five girls were crushed to death. The incident took place at a Halloween Celebration in 2012, in a long, densely crowded hallway used as entrance and exit at the same time. Our simulations reconstruct the mechanics of clogging in the hallway. The hypothetical case of a total evacuation order was also investigated. The result highlights the importance of the pedestrians density and the effect of counter flow in the onset of avalanches and clogging, and provides qualitative measures of the number of injuries based on a calculation of the contact force network between the pedestrians.

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 developed a method for simulating pedestrian dynamics in a large, dense crowd. contribution 0.98 0.96 0.03 asserted 1.00
s1 Our numerical model calculates pedestrian motion from Newton second laws, taking into account visco-elastic contact forces, contact friction, and ground reaction forces. method 1.00 0.88 0.02 asserted 1.00
s2 In our computer simulation, non-spherical shapes (spheropolygons) modelled the positions of the chest and arms in the packing arrangement of pedestrian bodies, based on a cross-sectional profile using data from the US National Library of Medicine. method 1.00 0.85 0.02 asserted 1.00
s3 Motive torque was taken to arise solely from the pedestrians orientation toward their preferred destination. method 1.00 0.69 0.02 asserted 0.99
s4 The objective was to gain insight into a tragic incident at the Madrid Arena Pavilion in Spain, where five girls were crushed to death. background 0.91 0.10 0.03 asserted 0.99
s5 The incident took place at a Halloween Celebration in 2012, in a long, densely crowded hallway used as entrance and exit at the same time. background 1.00 0.06 0.02 asserted 1.00
s6 Our simulations reconstruct the mechanics of clogging in the hallway. contribution 0.68 0.94 0.07 asserted 1.00
s7 The hypothetical case of a total evacuation order was also investigated. contribution 0.59 0.89 0.02 asserted 0.88
s8 The result highlights the importance of the pedestrians density and the effect of counter flow in the onset of avalanches and clogging, and provides qualitative measures of the number of injuries based on a calculation of the contact force network between the pedestrians. result 0.79 0.94 0.89 asserted 0.99

What kind of paper the classifier reports this is: simulation study 0.99 · evidence from simulation or computation 1.00.

What was examined, and what was not

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not examined
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  • figures and tables
  • references and citing sentences
  • relations to other papers
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  • 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

We developed a method for simulating pedestrian dynamics in a large, dense crowd. Our numerical model calculates pedestrian motion from Newton second laws, taking into account visco-elastic contact forces, contact friction, and ground reaction forces. In our computer simulation, non-spherical shapes (spheropolygons) modelled the positions of the chest and arms in the packing arrangement of pedestrian bodies, based on a cross-sectional profile using data from the US National Library of Medicine. Motive torque was taken to arise solely from the pedestrians orientation toward their preferred destination. The objective was to gain insight into a tragic incident at the Madrid Arena Pavilion in Spain, where five girls were crushed to death. The incident took place at a Halloween Celebration in 2012, in a long, densely crowded hallway used as entrance and exit at the same time. Our simulations reconstruct the mechanics of clogging in the hallway. The hypothetical case of a total evacuation order was also investigated. The result highlights the importance of the pedestrians density and the effect of counter flow in the onset of avalanches and clogging, and provides qualitative measures of the number of injuries based on a calculation of the contact force network between the pedestrians.

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