SIAM-ASA Journal on Uncertainty Quantification

Papers
(The H4-Index of SIAM-ASA Journal on Uncertainty Quantification is 9. 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 2021-05-01 to 2025-05-01.)
ArticleCitations
A Lagged Particle Filter for Stable Filtering of Certain High-Dimensional State-Space Models23
Cross-Validation--based Adaptive Sampling for Gaussian Process Models17
Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions15
Ensemble Kalman Filters with Resampling14
Adaptive Operator Learning for Infinite-Dimensional Bayesian Inverse Problems11
Analysis of a Class of Multilevel Markov Chain Monte Carlo Algorithms Based on Independent Metropolis–Hastings10
A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors10
Reduced-Order Modeling with Time-Dependent Bases for PDEs with Stochastic Boundary Conditions10
Conditional Optimal Transport on Function Spaces10
A Fast and Scalable Computational Framework for Large-Scale High-Dimensional Bayesian Optimal Experimental Design9
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