Neural Networks, Physics Informed, Deep Learning, Machine Learning, AI.
number of training points for each period of a sinusoidal driving source with ω = 1.8. For higher values of ω, more points per second are required, e.g., ω = 4.0 requires 25 points/sec. The PINN is trained in batches of 32 points sampled from the set of all training points. The training points are