SIAM-ASA Journal on Uncertainty Quantification

Papers
(The H4-Index of SIAM-ASA Journal on Uncertainty Quantification is 11. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)
ArticleCitations
Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark121
A Quasi-Monte Carlo Method for Optimal Control Under Uncertainty27
Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension Reduction for Rare Event Simulation22
Stochastic Normalizing Flows for Inverse Problems: A Markov Chains Viewpoint20
Output-Weighted Optimal Sampling for Bayesian Experimental Design and Uncertainty Quantification18
Computing Shapley Effects for Sensitivity Analysis17
Fokker--Planck Particle Systems for Bayesian Inference: Computational Approaches17
Multilevel Monte Carlo Finite Difference Methods for Fractional Conservation Laws with Random Data14
Parameter Estimation in an SPDE Model for Cell Repolarization14
Unbiased Inference for Discretely Observed Hidden Markov Model Diffusions13
Optimal Design of Large-scale Bayesian Linear Inverse Problems Under Reducible Model Uncertainty: Good to Know What You Don't Know11
Taylor Approximation for Chance Constrained Optimization Problems Governed by Partial Differential Equations with High-Dimensional Random Parameters11
Global Sensitivity Analysis and Wasserstein Spaces11
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