Learning dynamical systems from noisy data with Weak-form Kernel Ridge Regression

Max Kreider, John Harlim, Daning Huang

Accurate prediction of complex dynamical systems from noisy measurements remains a significant challenge in scientific computing. Kernel ridge regression learning strategies are of…