65 citations · 74 across the 3 of their papers we have counts for
Showing hep-latShow all
2 papers · 1 filter
hep-lat2023★ 2 cited
Stochastic automatic differentiation for Monte Carlo processes
Guilherme Catumba, Alberto Ramos, Bryan Zaldivar
Monte Carlo methods represent a cornerstone of computer science. They allow to sample high dimensional distribution functions in an efficient way. In this paper we consider the ext…
hep-lat2018★ 65 cited
Automatic differentiation for error analysis of Monte Carlo data
Alberto Ramos
Automatic Differentiation (AD) allows to determine exactly the Taylor series of any function truncated at any order. Here we propose to use AD techniques for Monte Carlo data analy…