Mu Niu

Fast Parameter Inference in Nonlinear Dynamical Systems using Iterative Gradient Matching

Parameter inference in mechanistic models of coupled differential equations is a topical and challenging problem. We propose a new method based on kernel ridge regression and gradient matching, and an objective function that simultaneously encourages goodness of fit and penalises inconsistencies wit…