34 citations · 111 across the 13 of their papers we have counts for
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math.NA2020★ 12 cited
Effects of round-to-nearest and stochastic rounding in the numerical solution of the heat equation in low precision
Matteo Croci, Michael B. Giles
Motivated by the advent of machine learning, the last few years have seen the return of hardware-supported low-precision computing. Computations with fewer digits are faster and mo…
cs.CE2020★ 13 cited
Fast uncertainty quantification of tracer distribution in the brain interstitial fluid with multilevel and quasi Monte Carlo
Matteo Croci, Vegard Vinje, Marie E. Rognes
Efficient uncertainty quantification algorithms are key to understand the propagation of uncertainty -- from uncertain input parameters to uncertain output quantities -- in high re…