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Journal Article
Journal of Computational Physics, ISSN 0021-9991, 04/2012, Volume 231, Issue 8, pp. 3365 - 3388
Journal Article
Acta Numerica, ISSN 0962-4929, 5/2011, Volume 20, pp. 291 - 467
Partial differential equations (PDEs) with random input data, such as random loadings and coefficients, are reformulated as parametric, deterministic PDEs on... 
Partial differential equations | Parameter estimation | Stochastic models | Monte Carlo methods | Tensors | Discretization | Laws | Mathematical analysis | Mathematical models | Stochasticity
Journal Article
Computer Methods in Applied Mechanics and Engineering, ISSN 0045-7825, 12/2015, Volume 297, pp. 84 - 115
Journal Article
Inverse Problems, ISSN 0266-5611, 06/2013, Volume 29, Issue 6, pp. 65011 - 28
Based on the parametric deterministic formulation of Bayesian inverse problems with unknown input parameter from infinite-dimensional, separable Banach spaces... 
PHYSICS, MATHEMATICAL | MATHEMATICS, APPLIED | APPROXIMATIONS | Monte Carlo methods | Algorithms | Inverse problems | Forward problem | Chaos theory | Mathematical analysis | Mathematical models | Density | Quadratures
Journal Article
Mathematics of Computation, ISSN 0025-5718, 07/2009, Volume 78, Issue 267, pp. 1293 - 1318
Journal Article
JAMA, ISSN 0098-7484, 02/2015, Volume 313, Issue 8, pp. 824 - 836
Journal Article