SIAM/ASA J. Uncertain. Quantification - researchr journal

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Wenzhe Xu, Daniel B. Williamson, Frederic Hourdin, Romain Roehrig. Feature Calibration for Computer Models. SIAM/ASA J. Uncertain. Quantification, 13(2):591-612, 2025.
Masha Naslidnyk, Motonobu Kanagawa, Toni Karvonen, Maren Mahsereci. Comparing Scale Parameter Estimators for Gaussian Process Interpolation with the Brownian Motion Prior: Leave-One-Out Cross Validation and Maximum Likelihood. SIAM/ASA J. Uncertain. Quantification, 13(2):679-717, 2025.
Pieter Vanmechelen, Geert Lombaert, Giovanni Samaey. Multilevel Markov Chain Monte Carlo with Likelihood Scaling for Bayesian Inversion with High-resolution Observations. SIAM/ASA J. Uncertain. Quantification, 13(2):375-399, 2025.
Mikhail Tsitsvero, Mingoo Jin, Andrey Lyalin. Learning Inducing Points and Uncertainty on Molecular Data by Scalable Variational Gaussian Processes. SIAM/ASA J. Uncertain. Quantification, 13(2):543-562, 2025.
Lea Friedli, David Ginsbourger, Arnaud Doucet, Niklas Linde. An Energy-Based Model Approach to Rare Event Probability Estimation. SIAM/ASA J. Uncertain. Quantification, 13(2):400-424, 2025.
Xin An, Josef Dick, Michael Feischl, Andrea Scaglioni, Thanh Tran 0003. Sparse Grid Approximation of Nonlinear SPDEs: The Landau-Lifshitz-Gilbert Equation. SIAM/ASA J. Uncertain. Quantification, 13(2):472-517, 2025.
Nicolaï Gouraud, Pierre Le Bris, Adrien Majka, Pierre Monmarché. HMC and Underdamped Langevin United in the Unadjusted Convex Smooth Case. SIAM/ASA J. Uncertain. Quantification, 13(1):278-303, 2025.
Bamdad Hosseini, Alexander W. Hsu, Amirhossein Taghvaei. Conditional Optimal Transport on Function Spaces. SIAM/ASA J. Uncertain. Quantification, 13(1):304-338, 2025.
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.

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