magi: MAnifold-Constrained Gaussian Process Inference

Shihao Yang, Samuel W. K. Wong · 2021

Provides fast and accurate inference for the parameter estimation problem in Ordinary Differential Equations, including the case when there are unobserved system components. Implements the MAGI method (MAnifold-constrained Gaussian process Inference) of Yang, Wong, and Kou (2021) . A user guide is provided by the accompanying software paper Wong, Yang, and Kou (2024) .

Read the paper · More papers on PaperTik