Simin Ma

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

2021 · arXiv (Cornell University)

Ordinary differential equations (ODEs), commonly used to characterize the dynamic systems, are difficult to propose in closed-form for many complicated scientific applications, even with the help of domain expert. We propose a fast and accurate …