[HTML][HTML] Shear Wave Velocity Prediction with Hyperparameter Optimization
Shear wave velocity (Vs) is an important soil parameter to be known for earthquake-resistant
structural design and an important parameter for determining the dynamic properties of soils …
structural design and an important parameter for determining the dynamic properties of soils …
[HTML][HTML] Modeling Soil Behavior with Machine Learning: Static and Cyclic Properties of High Plasticity Clays Treated with Lime and Fly Ash
Soils may not always be suitable to fulfill their intended function. Soil improvement can be
achieved by mechanical or chemical methods, especially in transportation facilities. L and …
achieved by mechanical or chemical methods, especially in transportation facilities. L and …
Determination of the Effect of XGBoost's Parameters on a Structural Problem
Retaining walls are special engineering structures widely used in civil engineering
applications for different purposes. Reinforced concrete retaining walls have both structural …
applications for different purposes. Reinforced concrete retaining walls have both structural …
Enhancing Soil Shear Strength Prediction Using Optimized Lightgbm and Explainable Ai
In this study the shear strength of soil was predicted using 5 different inputs using ML. For
this purpose, 990 soil samples were collected and used for the validation of different ML …
this purpose, 990 soil samples were collected and used for the validation of different ML …