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SIAM/ASA Journal on Uncertainty Quantification, Volume 2
Volume 2, Number 1, 2014
- Daniel B. Williamson, Adam T. Blaker
:
Evolving Bayesian Emulators for Structured Chaotic Time Series, with Application to Large Climate Models. 1-28 - Dominic Kohler, Johannes Müller, Utz Wever:
Cellular Probabilistic Automata - A Novel Method for Uncertainty Propagation. 29-54 - Drew P. Kouri
A Multilevel Stochastic Collocation Algorithm for Optimization of PDEs with Uncertain Coefficients. 55-81 - Alexander E. Labovsky, Max D. Gunzburger:
An Efficient and Accurate Method for the Identification of the Most Influential Random Parameters Appearing in the Input Data for PDEs. 82-105 - Mark Strong
When Is a Model Good Enough? Deriving the Expected Value of Model Improvement via Specifying Internal Model Discrepancies. 106-125 - Elaine T. Spiller, Maria J. Bayarri, James O. Berger, Eliza S. Calder, Abani K. Patra, E. Bruce Pitman, Robert L. Wolpert:
Automating Emulator Construction for Geophysical Hazard Maps. 126-152 - Michael Schick, Vincent Heuveline
A Newton-Galerkin Method for Fluid Flow Exhibiting Uncertain Periodic Dynamics. 153-173 - Troy D. Butler
A Measure-Theoretic Computational Method for Inverse Sensitivity Problems III: Multiple Quantities of Interest. 174-202 - Tan Bui-Thanh
An Analysis of Infinite Dimensional Bayesian Inverse Shape Acoustic Scattering and Its Numerical Approximation. 203-222 - Francesca Bonizzoni, Fabio Nobile
Perturbation Analysis for the Darcy Problem with Log-Normal Permeability. 223-244 - Art B. Owen:
Sobol' Indices and Shapley Value. 245-251 - Mircea Grigoriu:
Response Statistics for Random Heterogeneous Microstructures. 252-275 - Joshua T. Horwood, Aubrey B. Poore:
Gauss von Mises Distribution for Improved Uncertainty Realism in Space Situational Awareness. 276-304 - Laura Azzimonti
Mixed Finite Elements for Spatial Regression with PDE Penalization. 305-335 - Loïc Le Gratiet, Claire Cannamela, Bertrand Iooss
A Bayesian Approach for Global Sensitivity Analysis of (Multifidelity) Computer Codes. 336-363 - Peng Chen, Alfio Quarteroni:
Weighted Reduced Basis Method for Stochastic Optimal Control Problems with Elliptic PDE Constraint. 364-396 - Jayanth Jagalur-Mohan, Onkar Sahni, Alireza Doostan, Assad A. Oberai:
Variational Multiscale Analysis: The Fine-Scale Green's Function for Stochastic Partial Differential Equations. 397-422 - Gary Tang, Gianluca Iaccarino:
Subsampled Gauss Quadrature Nodes for Estimating Polynomial Chaos Expansions. 423-443 - Xueyu Zhu, Akil Narayan, Dongbin Xiu:
Computational Aspects of Stochastic Collocation with Multifidelity Models. 444-463 - Nikolas Kantas, Alexandros Beskos
Sequential Monte Carlo Methods for High-Dimensional Inverse Problems: A Case Study for the Navier-Stokes Equations. 464-489 - David Ginsbourger
Bayesian Adaptive Reconstruction of Profile Optima and Optimizers. 490-510 - Sergios Agapiou
Analysis of the Gibbs Sampler for Hierarchical Inverse Problems. 511-544 - William Kleiber
Model Calibration via Deformation. 545-563 - Robert B. Gramacy, Jarad Niemi
Massively Parallel Approximate Gaussian Process Regression. 564-584 - A. Pampell, A. B. Aceves, Gowri Srinivasan
Predicting Dynamic Trends of the Atlantic Meridional Overturning Circulation for Transient and Stochastic Forcing Effects. 585-606 - Daniel O'Malley
A Combined Probabilistic/Nonprobabilistic Decision Analysis for Contaminant Remediation. 607-621 - Andrew Gordon, Catherine E. Powell:
A Preconditioner for Fictitious Domain Formulations of Elliptic PDEs on Uncertain Parameterized Domains. 622-646 - Nan Chen, Dimitrios Giannakis
An MCMC Algorithm for Parameter Estimation in Signals with Hidden Intermittent Instability. 647-669 - Sharif Rahman:
A Generalized ANOVA Dimensional Decomposition for Dependent Probability Measures. 670-697 - Gongjun Xu, Guang Lin, Jingchen Liu:
Rare-Event Simulation for the Stochastic Korteweg-de Vries Equation. 698-716 - Jan Peter Hessling:
Identification of Complex Models. 717-744 - Guillaume Perrin
A Posteriori Error and Optimal Reduced Basis for Stochastic Processes Defined by a Finite Set of Realizations. 745-762 - Serge Gratton, David Titley-Péloquin:
Stochastic Conditioning of Matrix Functions. 763-783 - Feng Bao, Yanzhao Cao, Clayton G. Webster
A Hybrid Sparse-Grid Approach for Nonlinear Filtering Problems Based on Adaptive-Domain of the Zakai Equation Approximations. 784-804 - Bertrand Gauthier, Luc Pronzato:
Spectral Approximation of the IMSE Criterion for Optimal Designs in Kernel-Based Interpolation Models. 805-825 - Daniel Elfverson
Uncertainty Quantification for Approximate p-Quantiles for Physical Models with Stochastic Inputs. 826-850
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