5 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 5 cited
Sobolev neural network with residual weighting as a surrogate in linear and non-linear mechanics
A. O. M. Kilicsoy, J. Liedmann, M. A. Valdebenito +2
Areas of computational mechanics such as uncertainty quantification and optimization usually involve repeated evaluation of numerical models that represent the behavior of engineer…
stat.ME2024★ 1 cited
On Fractional Moment Estimation from Polynomial Chaos Expansion
Lukáš Novák, Marcos Valdebenito, Matthias Faes
Fractional statistical moments are utilized for various tasks of uncertainty quantification, including the estimation of probability distributions. However, an estimation of fracti…