Explicit Estimation of Derivatives from Data and Differential Equations by Gaussian Process Regression

Hongqiao Wang, Xiang Zhou

In this work, we employ the Bayesian inference framework to solve the problem of estimating the solution and particularly, its derivatives, which satisfy a known differential equat…