SIAM-ASA Journal on Uncertainty Quantification

Papers
(The H4-Index of SIAM-ASA Journal on Uncertainty Quantification is 12. 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 2022-06-01 to 2026-06-01.)
ArticleCitations
Ensemble Kalman Filters with Resampling31
Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions28
Adaptive Operator Learning for Infinite-Dimensional Bayesian Inverse Problems24
Reduced-Order Modeling with Time-Dependent Bases for PDEs with Stochastic Boundary Conditions21
A Lagged Particle Filter for Stable Filtering of Certain High-Dimensional State-Space Models21
Tensor-Variate Gaussian Process Regression for Efficient Emulation of Complex Systems: Comparing Regressor and Covariance Structures in Outer Product and Parallel Partial Emulators18
Conditional Optimal Transport on Function Spaces17
Bayesian Inference for Non-synchronously Observed Diffusions17
Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models Using Markov Chain Monte Carlo15
Leveraging Joint Sparsity in Hierarchical Bayesian Learning13
Active Learning via Heteroskedastic Rational Kriging13
Analysis of a Class of Multilevel Markov Chain Monte Carlo Algorithms Based on Independent Metropolis–Hastings13
Uncertainty Quantification of Inclusion Boundaries in the Context of X-Ray Tomography12
A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors12
Computationally Efficient Sampling Methods for Sparsity Promoting Hierarchical Bayesian Models12
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