Support Vector Machines for Soil Liquefaction

Hiroshi Banerjee, Mahmuda Li, Ahmed Nakamura

Open Access Journal of Engineering Applications · doi:10.55555/oajea.1998.2202.027

1. Introduction

Increasing urbanisation places growing stress on cement manufacturing, where the role of soil liquefaction is decisive. The proposed procedure couples support vector machines with established empirical correlations. The computed distribution of soil liquefaction matched the measured profile closely across the domain. Wider adoption of the approach could improve the efficiency of existing installations at modest cost.

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2. Materials and Methods

The method is described in the printed article, of which the PDF galley is a faithful rendition.

3. Results and Discussion

Results are reported in full in the PDF, together with the figures and tables referenced above.

4. Conclusion

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