Analysis of Seismic Base Isolation using Random Forest Regression

Haruto Kim, Mateo Sato, Lukas Garcia

Open Access Journal of Engineering Applications · doi:10.55555/oajea.2023.4702.001

1. Introduction

Persistent knowledge gaps concerning seismic base isolation continue to constrain the safe and economical design of coastal embankments. A test rig replicating conditions in coastal embankments was instrumented and monitored throughout the campaign. The model generalized well, with performance dropping by less than 11% on unseen data. The insights gained are expected to improve both safety margins and economic returns.

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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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