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Record W7148881727 · doi:10.11779/cjge20211274

Applicability of smooth particle hydrodynamics method to large sliding deformation of saturated slopes under earthquake action

2023· article· zh· W7148881727 on OpenAlexaff
HUANG Shuai 1, LIU Chuanzheng 1, GODA Katsuichiro 2

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2023
Typearticle
Languagezh
FieldEngineering
TopicFluid Dynamics Simulations and Interactions
Canadian institutionsWestern University
Fundersnot available
KeywordsSmoothed-particle hydrodynamicsSlip (aerodynamics)Shear (geology)Deformation (meteorology)Saturation (graph theory)Computer simulationConstitutive equationFinite element methodParticle (ecology)

Abstract

fetched live from OpenAlex

The failure of a saturated slope under an intense earthquake ground motion will produce large sliding deformation, which is difficult to analyze using the finite element method. However, the smooth particle hydrodynamics method (SPH method) can deal with large deformation easily. In this study, to develop a new numerical method for calculating the seismic sliding large deformation of saturated slopes, the motion equation for the SPH method is improved by (1) introducing the Rayleigh damping into the smooth particle hydrodynamics and (2) adopting the effective stress constitutive model. To evaluate the effectiveness of the new method at soil element levels, the effective stress path and shear stress-strain hysteresis curve are obtained through the hollow cylindrical torsional shear tests on saturated soil samples, and are compared with the simulated results. The consistent results are obtained to verify the feasibility of the improved method. Finally, the seismic sliding behavior of saturated slopes under different SPH particle densities is analyzed by using the established numerical method and compared with that by the Newmark's sliding block method. It is found that the key parameter of the improved method is the particle density and that the shape of seismic sliding critical surface of saturated slopes determined by the improved SPH method is in good agreement with that of logarithmic spiral slip surface determined by the Newmark's method. Therefore, the improved SPH method can also be used to simulate a large sliding deformation process of saturated slopes under seismic actions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.347
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.004
Science and technology studies0.0000.000
Scholarly communication0.0000.003
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.190
GPT teacher head0.531
Teacher spread0.341 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designSimulation or modeling
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2023
Admission routes1
Has abstractyes

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