MAGI-X: Manifold-Constrained Gaussian Process Inference for Unknown System Dynamics

Chaofan Huang, Simin Ma, Shihao Yang

Ordinary differential equations (ODEs), commonly used to characterize the dynamic systems, are difficult to propose in closed-form for many complicated scientific applications, eve…