Stable Implementation of Probabilistic ODE Solvers

Nicholas Krämer
Nicholas Krämer
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Abstract:

Probabilistic solvers for ordinary differential equations (ODEs) provide efficient quantification of numerical uncertainty associated with simulation of dynamical systems. Their convergence rates have been established by a growing body of theoretical analysis. However, these algorithms suffer from numerical instability when run at high ...More

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