Granular soil particle breakage prediction model based on population evolution theory

A novel particle breakage model for granular soils was developed based on population evolution theory. The relationship between population evolution and particle breakage was first established, introducing key parameters such as the migration rate k, comprehensive environmental impact coefficient r<sub>ij</sub>, energy dissipation ratio m<sub>ij</sub>, and effective constraint coefficient β, with detailed explanations of their physical significance and calculation methods. The model's characteristics were analyzed, highlighting its ability to account for monodispersity, the equilibrium of extreme grain groups, and the inclusivity of over-limit particle groups. Parameters including fractal dimension and crushing coefficient were derived to further quantify the breakage process. Validation was conducted using experimental data from single-particle and multi-particle size group tests under varying soil conditions and stress states, demonstrating the model's capability to accurately describe the evolution of particle breakage across diverse scenarios.

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Publication Details

Journal
Scientific Reports
Published
2025-04-16
DOI
https://doi.org/10.1038/s41598-025-92057-x
Citations
2
Primary Topic
Geotechnical Engineering and Soil Mechanics
Type
article
Field-Weighted Citation Impact
1.91

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article

Granular soil particle breakage prediction model based on population evolution theory

Yuanjie Xiao, Junhua Chen, Youquan Peng, Yao Long
2 citations
Scientific Reports
Geotechnical Engineering and Soil Mechanics
1.91
article

Granular soil particle breakage prediction model based on population evolution theory

Yuanjie Xiao, Junhua Chen, Youquan Peng, Yao Long
article en
2 citations

Abstract

A novel particle breakage model for granular soils was developed based on population evolution theory. The relationship between population evolution and particle breakage was first established, introducing key parameters such as the migration rate k, comprehensive environmental impact coefficient r<sub>ij</sub>, energy dissipation ratio m<sub>ij</sub>, and effective constraint coefficient β, with detailed explanations of their physical significance and calculation methods. The model's characteristics were analyzed, highlighting its ability to account for monodispersity, the equilibrium of extreme grain groups, and the inclusivity of over-limit particle groups. Parameters including fractal dimension and crushing coefficient were derived to further quantify the breakage process. Validation was conducted using experimental data from single-particle and multi-particle size group tests under varying soil conditions and stress states, demonstrating the model's capability to accurately describe the evolution of particle breakage across diverse scenarios.

Scientific ReportsVol. 15(1)
Central South University (CN), China Railway Construction Corporation (China) (CN), Spirax Sarco (United Kingdom) (GB)
National Natural Science Foundation of China
Zero hunger
Openalex Percentile: Top 16%
Geotechnical Engineering and Soil Mechanics
1.91
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Granular soil particle breakage prediction model based on population evolution theory — Yuanjie Xiao, Junhua Chen, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS