This work is concerned with the kernel-based approximation of a
complex-...
A well-established approach for inferring full displacement and stress f...
This paper introduces an hp-adaptive multi-element stochastic collocatio...
Generalized Polynomial Chaos (gPC) expansions are well established for
f...
In variational phase-field modeling of brittle fracture, the functional ...
This paper developes a data-driven magnetostatic finite-element (FE) sol...
This paper develops a general methodology for a posteriori error estimat...
In this paper we present an efficient and fully error controlled algorit...
This paper reports on comprehensive efforts on uncertainty quantificatio...
This paper reports on comprehensive efforts on uncertainty quantificatio...
This work addresses the simulation of heat flow and electric currents in...
This paper addresses uncertainties arising in the nano-scale fabrication...
This work addresses uncertainty quantification of electromagnetic device...
We consider the problem of quantifying uncertainty regarding the output ...
We consider the problem of approximating the output of a parametric
elec...
In this communication the advantages and drawbacks of the isogeometric
a...
The multilevel Monte Carlo method is applied to an academic example in t...