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20172024
most citedUncertainty Quantification in Atomistic Simulations of Silicon using Interatomic Potentials

9 citations · 12 across the 6 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

math.NA2022

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…

math.NA2022

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…