9 citations · 19 across the 12 of their papers we have counts for
3 papers · 1 filter
Error bound analysis of the stochastic parareal algorithm
Kamran Pentland, Massimiliano Tamborrino, T. J. Sullivan
Stochastic parareal (SParareal) is a probabilistic variant of the popular parallel-in-time algorithm known as parareal. Similarly to parareal, it combines fine- and coarse-grained…
GParareal: A time-parallel ODE solver using Gaussian process emulation
Kamran Pentland, Massimiliano Tamborrino, T. J. Sullivan +2
Sequential numerical methods for integrating initial value problems (IVPs) can be prohibitively expensive when high numerical accuracy is required over the entire interval of integ…
Stochastic parareal: an application of probabilistic methods to time-parallelisation
Kamran Pentland, Massimiliano Tamborrino, D. Samaddar +1
Parareal is a well-studied algorithm for numerically integrating systems of time-dependent differential equations by parallelising the temporal domain. Given approximate initial va…