Seminar: Inferring the Unknown Parameters in Differential Equation by Gaussian Process Regression with Constraint
Speaker: Hongqiao Wang, Central South University
Time：Friday, June 17th, 2022, 09:00-10:00
Location：Tecent Meeting
In this work, we propose a Bayesian inference framework to solve the problem of estimating the parameters of the DE model, from the given noisy and scarce observations of the solution only.A key issue in this problem is to robustly estimate the derivatives of the solution function from noisy observa...