81 citations · 589 across the 46 of their papers we have counts for
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math.NA2018★ 28 cited
Multi-scale variance reduction methods based on multiple control variates for kinetic equations with uncertainties
Giacomo Dimarco, Lorenzo Pareschi
The development of efficient numerical methods for kinetic equations with stochastic parameters is a challenge due to the high dimensionality of the problem. Recently we introduced…
math.NA2018★ 35 cited
Multi-scale control variate methods for uncertainty quantification in kinetic equations
Giacomo Dimarco, Lorenzo Pareschi
Kinetic equations play a major rule in modeling large systems of interacting particles. Uncertainties may be due to various reasons, like lack of knowledge on the microscopic inter…