Neural Networks, Physics Informed, Deep Learning, Machine Learning, AI.
linear activation The PINN is trained with 220 points in the time domain of 0 to 20 seconds. The number of points is controlled by the duration of the domain and a hyperparameter for the number of points per second, which is set to 11 points/sec for the test cases. This value gives a sufficient