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Modeling of oblique load test on batter pile group based on support vector machines and gaussian regression (2017)
Journal Article
Singh, T., Pal, M., & Arora, V. K. (2018). Modeling of oblique load test on batter pile group based on support vector machines and gaussian regression. Geotechnical and Geological Engineering, 36(3), 1597-1607. https://doi.org/10.1007/s10706-017-0413-7

This paper evaluates the potential of two machine learning approaches i.e. Support vector machine (SVR) and Gaussian processes (GP) regression to model the oblique load capacity of batter pile groups. Linear regression was used to compare the perform... Read More about Modeling of oblique load test on batter pile group based on support vector machines and gaussian regression.

Ultimate capacity of battered pile groups subjected to oblique pullout loads in sand (2017)
Journal Article
Singh, T., Pal, M., & Arora, V. K. (2017). Ultimate capacity of battered pile groups subjected to oblique pullout loads in sand. International Journal of Geosynthetics and Ground Engineering, 3(3), 28. https://doi.org/10.1007/s40891-017-0103-9

A testing program comprising 250 oblique pullout tests was conducted to study the effect of variable parameter on pullout capacity of batter pile groups in sand. Test was conducted in laboratory on five pile groups. Model piles consist of aluminium h... Read More about Ultimate capacity of battered pile groups subjected to oblique pullout loads in sand.