Practical Algebraic Parameter Estimation for Noisy Data via Gaussian Process Regression

Oren Bassik, Alexander Demin, Alexey Ovchinnikov

Parameter estimation for ordinary differential equation (ODE) models is a fundamental task that is often complicated by the limitations of conventional optimization-based methods.…