Yasemin Aslan Topçuoğlu

Predictive Modeling of Basalt-Fiber-Reinforced Bentonite Strength Using Gaussian Process Regression

This study proposes a Gaussian Process Regression (GPR) method for estimating the compressive strength of soil mixtures containing bentonite and basalt fibers. GPR is a preferred probabilistic machine learning approach, especially for limited datasets, due to its high generalization ability and its ability to directly...