A neural network reduced order model for the elasticity problem

Prediction of numerical homogenization using deep learning for the Richards equation

“…To further explore the depictive capabilities of deep neural networks, considerable research has been accomplished [17,39,57,47,34]. This work is also inspired by numerous other uses of convolutional neural networks (CNNs) [33,58,61] and DNNs [59,65,64,8], especially our recent article [56].…”