Deep learning model of concrete dam deformation prediction based on CNN

Exploring foci of: IOP Conference Series Earth and Environmental Science • Vol 580 • No 1 Deep learning model of concrete dam deformation prediction based on CNN October 2020 • Xi Wen, Jie Yang, Jintao Song, Xudong Qu Abstract The concrete dam deformation prediction model is a key measure to predict the evolution of structural behavior and evaluate the safe service status. This paper uses open-source deep learning framework TensorFlow as the platform and uses the mature convolutional neural network technology in deep learning theory to establish the concrete dam deformation safety prediction model based on a deep learning. The application of engineering examples shows that the residual map, mean square error, and average percen… Open Article Page

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