Physics Informed Learning, Neural Networks, Machine Learning, Differential Equations, Math.
conditions of the system. How does our model know which initial conditions we are talking about? It is natural at this point that we enforce it using a loss function term! For our DE, let's impose that when t = 0, y = 1. Hence, we want to minimize an initial condition loss function that reads: If