Van Hieu Nguyen

Deep learning architecture to predict natural vibration frequencies of damaged structures

Structural damage can arise from various unforeseen causes. Such damage exerts a substantial impact on the load-carrying capacity of the structure. In this study, we propose a Deep Neural Network (DNN) serving as a surrogate model to determine the severity of damage in beam structures Initially, a finite element model...