SIAM/ASA J. Uncertain. Quantification - researchr journal

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Philip Greengard, Manas Rachh, Alex H. Barnett. Equispaced Fourier Representations for Efficient Gaussian Process Regression from a Billion Data Points. SIAM/ASA J. Uncertain. Quantification, 13(1):63-89, 2025.
Francesco A. B. Silva, Cecilia Pagliantini, Karen Veroy. An Adaptive Hierarchical Ensemble Kalman Filter with Reduced Basis Models. SIAM/ASA J. Uncertain. Quantification, 13(1):140-170, 2025.
Minji Kim, Kevin O'Connor, Vladas Pipiras, Themistoklis P. Sapsis. Sampling Low-Fidelity Outputs for Estimation of High-Fidelity Density and Its Tails. SIAM/ASA J. Uncertain. Quantification, 13(1):30-62, 2025.
Simon Foucart, Nicolas Hengartner. Worst-Case Learning under a Multifidelity Model. SIAM/ASA J. Uncertain. Quantification, 13(1):171-194, 2025.
Felix Terhag, Philipp Knechtges, Achim Basermann, Raúl Tempone. Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI. SIAM/ASA J. Uncertain. Quantification, 13(1):90-113, 2025.
Vinh Hoang, Luis Espath, Sebastian Krumscheid, Raúl Tempone. Scalable Method for Bayesian Experimental Design without Integrating over Posterior Distribution. SIAM/ASA J. Uncertain. Quantification, 13(1):114-139, 2025.
Devin Francom, J. Derek Tucker, Gabriel Huerta, Kurtis Shuler, Daniel Ries. Elastic Bayesian Model Calibration. SIAM/ASA J. Uncertain. Quantification, 13(1):195-227, 2025.
Joy N. Mueller, Khachik Sargsyan, Craig J. Daniels, Habib N. Najm. Polynomial Chaos Surrogate Construction for Random Fields with Parametric Uncertainty. SIAM/ASA J. Uncertain. Quantification, 13(1):1-29, 2025.
Yi Ji, Henry Shaowu Yuchi, Derek Soeder, Jean-François Paquet, Steffen A. Bass, V. Roshan Joseph, C. F. Jeff Wu, Simon Mak. Conglomerate Multi-fidelity Gaussian Process Modeling, with Application to Heavy-Ion Collisions. SIAM/ASA J. Uncertain. Quantification, 12(2):473-502, 2024.
Xianliang Gong, Yulin Pan. Multifidelity Bayesian Experimental Design to Quantify Rare-Event Statistics. SIAM/ASA J. Uncertain. Quantification, 12(1):101-127, March 2024.

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