65 citations · 74 across the 3 of their papers we have counts for
3 papers
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…
q-bio.PE2020★ 7 cited
A new formulation of compartmental epidemic modelling for arbitrary distributions of incubation and removal times
P. Hernández, C. Pena, A. Ramos +1
The paradigm for compartment models in epidemiology assumes exponentially distributed incubation and removal times, which is not realistic in actual populations. Commonly used vari…
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…