AIP conference proceedings • Vol 3050
Predicting the stress-strain behavior of contractive and dilative materials using Gaussian process regression
January 2024 • Emerzon S. Torres, Reggie C. Gustilo, Mary Ann Adajar
Sustainability urges the construction industry to search for alternative but suitable materials. To evaluate the applicability of these materials, engineers should conduct tests and predictive models. Shear stress – strain behavior of soils and geo-materials is important in the analysis of slope stability of embankment. Dilative and contractive phases are encountered in sandy and non-plastic types of material. While constitutive models are commonly used to predict the behavior of these materials, these models requ…