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Publication search results
found 59 matches
- 2020
- Jeremiah Birrell
, Luc Rey-Bellet:
Uncertainty Quantification for Markov Processes via Variational Principles and Functional Inequalities. SIAM/ASA J. Uncertain. Quantification 8(2): 539-572 (2020) - Baptiste Broto
, François Bachoc
, Marine Depecker:
Variance Reduction for Estimation of Shapley Effects and Adaptation to Unknown Input Distribution. SIAM/ASA J. Uncertain. Quantification 8(2): 693-716 (2020) - Jürgen Dölz
:
A Higher Order Perturbation Approach for Electromagnetic Scattering Problems on Random Domains. SIAM/ASA J. Uncertain. Quantification 8(2): 748-774 (2020) - Patrick Héas
:
Selecting Reduced Models in the Cross-Entropy Method. SIAM/ASA J. Uncertain. Quantification 8(2): 511-538 (2020) - Matthias Heinkenschloss
, Boris Kramer, Timur Takhtaganov:
Adaptive Reduced-Order Model Construction for Conditional Value-at-Risk Estimation. SIAM/ASA J. Uncertain. Quantification 8(2): 668-692 (2020) - Ying-Chao Hung
, George Michailidis, Horace PakHai Lok:
Locating Infinite Discontinuities in Computer Experiments. SIAM/ASA J. Uncertain. Quantification 8(2): 717-747 (2020) - Dave Osthus
, Jeffrey D. Hyman, Satish Karra
, Nishant Panda
, Gowri Srinivasan:
A Probabilistic Clustering Approach for Identifying Primary Subnetworks of Discrete Fracture Networks with Quantified Uncertainty. SIAM/ASA J. Uncertain. Quantification 8(2): 573-600 (2020) - Kui Ren
, Sarah Vallélian:
Characterizing Impacts of Model Uncertainties in Quantitative Photoacoustics. SIAM/ASA J. Uncertain. Quantification 8(2): 636-667 (2020) - Olivier Roustant, Esperan Padonou, Yves Deville
, Aloïs Clément, Guillaume Perrin, Jean Giorla, Henry P. Wynn
:
Group Kernels for Gaussian Process Metamodels with Categorical Inputs. SIAM/ASA J. Uncertain. Quantification 8(2): 775-806 (2020) - Daniel Schaden, Elisabeth Ullmann
:
On Multilevel Best Linear Unbiased Estimators. SIAM/ASA J. Uncertain. Quantification 8(2): 601-635 (2020) - Gerardo Severino, Salvatore Cuomo
:
Uncertainty Quantification of Unsteady Flows Generated by Line-Sources Through Heterogeneous Geological Formations. SIAM/ASA J. Uncertain. Quantification 8(2): 807-825 (2020) - 2017
- Peng Chen, Alfio Quarteroni, Gianluigi Rozza:
Reduced Basis Methods for Uncertainty Quantification. SIAM/ASA J. Uncertain. Quantification 5(1): 813-869 (2017) - Assyr Abdulle, Grigorios A. Pavliotis
, Urbain Vaes:
Spectral Methods for Multiscale Stochastic Differential Equations. SIAM/ASA J. Uncertain. Quantification 5(1): 720-761 (2017) - Wim van Ackooij
, René Henrion:
(Sub-)Gradient Formulae for Probability Functions of Random Inequality Systems under Gaussian Distribution. SIAM/ASA J. Uncertain. Quantification 5(1): 63-87 (2017) - Alen Alexanderian, Noemi Petra, Georg Stadler, Omar Ghattas:
Mean-Variance Risk-Averse Optimal Control of Systems Governed by PDEs with Random Parameter Fields Using Quadratic Approximations. SIAM/ASA J. Uncertain. Quantification 5(1): 1166-1192 (2017) - Ahmad Ahmad Ali, Elisabeth Ullmann
, Michael Hinze
:
Multilevel Monte Carlo Analysis for Optimal Control of Elliptic PDEs with Random Coefficients. SIAM/ASA J. Uncertain. Quantification 5(1): 466-492 (2017) - Ioannis Andrianakis, Nicky McCreesh
, Ian R. Vernon, Trevelyan J. McKinley, Jeremy E. Oakley, Rebecca N. Nsubuga, Michael Goldstein, Richard G. White
:
Efficient History Matching of a High Dimensional Individual-Based HIV Transmission Model. SIAM/ASA J. Uncertain. Quantification 5(1): 694-719 (2017) - Julien Bect
, Ling Li, Emmanuel Vázquez:
Bayesian Subset Simulation. SIAM/ASA J. Uncertain. Quantification 5(1): 762-786 (2017) - Peter Binev, Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore, Guergana Petrova, Przemyslaw Wojtaszczyk:
Data Assimilation in Reduced Modeling. SIAM/ASA J. Uncertain. Quantification 5(1): 1-29 (2017) - Marc Bocquet
, Karthik S. Gurumoorthy, Amit Apte
, Alberto Carrassi, Colin Grudzien
, Christopher K. R. T. Jones:
Degenerate Kalman Filter Error Covariances and Their Convergence onto the Unstable Subspace. SIAM/ASA J. Uncertain. Quantification 5(1): 304-333 (2017) - Margaret Callahan, Daniela Calvetti
, Erkki Somersalo
:
Beyond the Model Limit: Parameter Inference Across Scales. SIAM/ASA J. Uncertain. Quantification 5(1): 665-693 (2017) - Ayçil Çesmelioglu
, Meiqi Song, Dorin Drignei:
Physics-Based Kriging Surrogates for a Class of Finite Element Codes. SIAM/ASA J. Uncertain. Quantification 5(1): 870-889 (2017) - Hao Chen
, Jason L. Loeppky, William J. Welch:
Flexible Correlation Structure for Accurate Prediction and Uncertainty Quantification in Bayesian Gaussian Process Emulation of a Computer Model. SIAM/ASA J. Uncertain. Quantification 5(1): 598-620 (2017) - Hailiang Du
, Leonard A. Smith:
Rising Above Chaotic Likelihoods. SIAM/ASA J. Uncertain. Quantification 5(1): 246-258 (2017) - Noura Fajraoui, Stefano Marelli
, Bruno Sudret
:
Sequential Design of Experiment for Sparse Polynomial Chaos Expansions. SIAM/ASA J. Uncertain. Quantification 5(1): 1061-1085 (2017) - Michael Griebel, Christian Rieger:
Reproducing Kernel Hilbert Spaces for Parametric Partial Differential Equations. SIAM/ASA J. Uncertain. Quantification 5(1): 111-137 (2017) - Mircea Grigoriu:
Estimates of System Response Maxima by Extreme Value Theory and Surrogate Models. SIAM/ASA J. Uncertain. Quantification 5(1): 922-955 (2017) - Jonathan Hobbs
, Amy Braverman, Noel Cressie
, Robert Granat, Michael Gunson:
Simulation-Based Uncertainty Quantification for Estimating Atmospheric CO2 from Satellite Data. SIAM/ASA J. Uncertain. Quantification 5(1): 956-985 (2017) - Bamdad Hosseini:
Well-Posed Bayesian Inverse Problems with Infinitely Divisible and Heavy-Tailed Prior Measures. SIAM/ASA J. Uncertain. Quantification 5(1): 1024-1060 (2017) - Bamdad Hosseini, Nilima Nigam:
Well-Posed Bayesian Inverse Problems: Priors with Exponential Tails. SIAM/ASA J. Uncertain. Quantification 5(1): 436-465 (2017)
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