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math.NA2017★ 5 cited
Bayesian Filtering for ODEs with Bounded Derivatives
Emilia Magnani, Hans Kersting, Michael Schober +1
Recently there has been increasing interest in probabilistic solvers for ordinary differential equations (ODEs) that return full probability measures, instead of point estimates, o…
math.NA2016★ 2 cited
A probabilistic model for the numerical solution of initial value problems
Michael Schober, Simo Särkkä, Philipp Hennig
Like many numerical methods, solvers for initial value problems (IVPs) on ordinary differential equations estimate an analytically intractable quantity, using the results of tracta…