Inferring the unknown parameters in Differential Equation by Gaussian Process Regression with Constraint

Ying Zhou, Hongqiao Wang

Differential Equation (DE) is a commonly used modeling method in various scientific subjects such as finance and biology. The parameters in DE models often have interesting scienti…