Linear Latent Force Models Using Gaussian Processes
Linear Latent Force Models Using Gaussian Processes
Purely data-driven approaches for machine learning present difficulties when data are scarce relative to the complexity of the model or when the model is forced to extrapolate. On the other hand, purely mechanistic approaches need to identify and specify all the interactions in the problem at hand (which may not …