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Record W4412402060 · doi:10.1139/cgj-2025-0134

A two-dimensional analytical solution for electro-osmotic consolidation in multi-layered soft soils using vertical electrodes

2025· article· en· W4412402060 on OpenAlexvenueno aff
Zhang‐Long Chen, Zhanyou Luo, Yan Wang, Yun‐Shan Xu

Bibliographic record

VenueCanadian Geotechnical Journal · 2025
Typearticle
Languageen
FieldEngineering
TopicElectrokinetic Soil Remediation Techniques
Canadian institutionsnot available
FundersNatural Science Foundation of Fujian ProvinceNational Natural Science Foundation of China
KeywordsConsolidation (business)Geotechnical engineeringSoil waterElectrodeMaterials scienceGeologySoil scienceChemistry

Abstract

fetched live from OpenAlex

The electro-osmosis technique has been proven to be effective in soft ground improvement. Compared to horizontally arranged electrodes, vertically inserted electrodes into the ground offer significant construction advantages, making them the preferred choice for electro-osmotic consolidation. Ground soils often exhibit stratified characteristics; however, the impact of soil stratification on electro-osmotic consolidation using vertical electrodes remains unclear. This study proposes a novel two-dimensional analytical model for electro-osmotic consolidation in multi-layered soils using vertical electrodes to investigate the impact of soil stratification. The separation of variables method is employed to decouple two spatial variables and one temporal variable, resulting in an exact analytical solution. The model is validated against several benchmark cases. Parametric analyses first highlight the versatility of the proposed model, especially in stratified soils with significant variations in hydraulic permeability. Furthermore, analyses of typical three-layered soil systems with a high or low permeability interlayer reveal new insights. Such as a more than twofold increase in negative average excess pore pressure and time to reach 90% average degree of consolidation when the hydraulic permeability of the interlayer is one-tenth that of the surrounding layers. The study provides valuable insights for the design and evaluation of electro-osmotic consolidation in multi-layered soft soils.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.004
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.021
GPT teacher head0.283
Teacher spread0.262 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Geotechnical JournalSame topicElectrokinetic Soil Remediation TechniquesFrench-language works237,207