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Forecasting Fold Bifurcations through Physics-Informed Convolutional Neural N...
This study proposes a physics-informed convolutional neural network (CNN) for identifying dynamical systems' time series near a fold bifurcation. -
Reservoir Simulation with Well Controls
The dataset used in this paper for reservoir simulation with well controls using a physics-informed convolutional recurrent neural network (PICRNN).