Experimental and numerical studies on geosynthetic encased stone columns in saturated and unsaturated soils
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Bibliographic record
Abstract
• The effect of unsaturated soil conditions on stone column behavior with and without encasement is systematically evaluated. • The role of matric suction in confining resistance and apparent cohesion is explored, extending Mohr-Coulomb theory. • Load capacity increased linearly and non-linearly in the boundary and primary transition zones, then decreased in residual zones. • The study supports a systematic design method for GESCs in unsaturated soils, aiding broader geotechnical engineering practice. Geosynthetic encased stone columns are conventionally designed based on the principles of saturated soil mechanics ignoring in-situ unsaturated conditions. Such an approach results in over conservative and, in certain scenarios, unrealistic designs. A more rigorous approach is required for design of stone columns considering the influence of saturated and unsaturated soil conditions taking account of area replacement ratio of stone columns and the stiffness of geosynthetic encasement considering site specific conditions. However, such an approach is presently not available in the literature. For this reason, in this study, 42 physical model tests were conducted that suggest an increase in carrying capacity of stone columns by 14 times understand unsaturated conditions in comparison to saturated conditions for the soil tested. A non-linear increase in load-bearing capacity was observed in boundary effect and primary transition zones while a decline was noted in secondary transition and residual zones due to reduced matric suction contribution. Additionally, comparisons were drawn using 3D finite element analyses, which were extended to prototype-scale studies to understand variations in confining pressure and soil deformation around stone columns in unsaturated conditions. The numerical results validated the experimental results, showing a 50% reduction in settlements due to the contribution of matric suction. Finally, a simple framework is proposed for predicting the load-carrying capacity of encased stone columns extending the mechanics of saturated and unsaturated soils. The rational design methodology summarized in this study for extending it into geotechnical engineering practice can contribute to potential cost savings by optimizing geosynthetic stiffness, stone column diameter, and area replacement ratio.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it