Reinforced concrete structural damage diagnosis by using artificial neural network

Development of artificial neural network and multiple linear regression models in the prediction process of the hot mix asphalt properties

“…Meier and Rix (1995) published the researches in predicting stiffness and elasticity of pavement by applying neural networks. Over the next decades, they were joined by a number of researchers who applied ANN in predicting the emergence of these deformations in concrete D r a f t pavements (Eldin et al 1996;Hsu et al 1997) and asphalt pavement such as pavements performance prediction (Roberts and Attoh-Okine 1998), pavement crack index and pavement condition rating (Yang and Gunaratne 2003), and pavement serviceability index (Terzi 2006(Terzi , 2007. Oeser and Freitag (2009) applied ANN in modelling of rheological behaviour of asphalt and showed that they could be used to replace fractional dashpots and rheological models.…”