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Convergence rates of Gaussian ODE filters

A recently introduced class of probabilistic (uncertainty-aware) solvers for ordinary differential equations (ODEs) applies Gaussian (Kalman) filtering to initial value problems. These methods model the true solution x and its first q derivatives a priori as a Gauss–Markov process [Formula: see text...

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Detalles Bibliográficos
Autores principales: Kersting, Hans, Sullivan, T. J., Hennig, Philipp
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7527376/
https://www.ncbi.nlm.nih.gov/pubmed/33088027
http://dx.doi.org/10.1007/s11222-020-09972-4