Fig. 5: Architecture of the TI-CNN model.
From: StressNet - Deep learning to predict stress with fracture propagation in brittle materials
In TI-CNN, the independent convolution kernel for the damage channel at each time step is defined. In this way, the spatial features from the damage channel are extracted without changing the temporal dependencies.
