TY - JOUR
T1 - Analytic regularity and collocation approximation for elliptic PDEs with random domain deformations
AU - Castrillon, Julio
AU - Nobile, Fabio
AU - Tempone, Raul
N1 - KAUST Repository Item: Exported on 2020-10-01
PY - 2016/3/2
Y1 - 2016/3/2
N2 - In this work we consider the problem of approximating the statistics of a given Quantity of Interest (QoI) that depends on the solution of a linear elliptic PDE defined over a random domain parameterized by N random variables. The elliptic problem is remapped onto a corresponding PDE with a fixed deterministic domain. We show that the solution can be analytically extended to a well defined region in CN with respect to the random variables. A sparse grid stochastic collocation method is then used to compute the mean and variance of the QoI. Finally, convergence rates for the mean and variance of the QoI are derived and compared to those obtained in numerical experiments.
AB - In this work we consider the problem of approximating the statistics of a given Quantity of Interest (QoI) that depends on the solution of a linear elliptic PDE defined over a random domain parameterized by N random variables. The elliptic problem is remapped onto a corresponding PDE with a fixed deterministic domain. We show that the solution can be analytically extended to a well defined region in CN with respect to the random variables. A sparse grid stochastic collocation method is then used to compute the mean and variance of the QoI. Finally, convergence rates for the mean and variance of the QoI are derived and compared to those obtained in numerical experiments.
UR - http://hdl.handle.net/10754/622174
UR - http://arxiv.org/pdf/1312.7845
UR - http://www.scopus.com/inward/record.url?scp=84959893225&partnerID=8YFLogxK
U2 - 10.1016/j.camwa.2016.01.005
DO - 10.1016/j.camwa.2016.01.005
M3 - Article
SN - 0898-1221
VL - 71
SP - 1173
EP - 1197
JO - Computers & Mathematics with Applications
JF - Computers & Mathematics with Applications
IS - 6
ER -