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 2022-05-01 to 2026-05-01.)
ArticleCitations
Adaptive Operator Learning for Infinite-Dimensional Bayesian Inverse Problems30
Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions28
Reduced-Order Modeling with Time-Dependent Bases for PDEs with Stochastic Boundary Conditions22
A Lagged Particle Filter for Stable Filtering of Certain High-Dimensional State-Space Models20
Ensemble Kalman Filters with Resampling19
Bayesian Inference for Non-synchronously Observed Diffusions18
Conditional Optimal Transport on Function Spaces17
Analysis of a Class of Multilevel Markov Chain Monte Carlo Algorithms Based on Independent Metropolis–Hastings16
Active Learning via Heteroskedastic Rational Kriging15
Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models Using Markov Chain Monte Carlo13
Tensor-Variate Gaussian Process Regression for Efficient Emulation of Complex Systems: Comparing Regressor and Covariance Structures in Outer Product and Parallel Partial Emulators13
Leveraging Joint Sparsity in Hierarchical Bayesian Learning13
Uncertainty Quantification of Inclusion Boundaries in the Context of X-Ray Tomography12
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