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SIAM-ASA Journal on Uncertainty Quantification

IF1.9
Papers13
Citations
Journal Papers 13
Publication Date
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Local Transfer Learning Gaussian Process Modeling, with Applications to Surrogate Modeling of Expensive Computer Simulators
deleteSIAM-ASA Journal on Uncertainty Quantification
IF1.9
delete2026-01-01
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deleteWang, Xinming; Mak, Simon; Miller, John; Wu, Jianguo
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Batch Bayesian Optimization via Particle Gradient Flows
deleteSIAM-ASA Journal on Uncertainty Quantification
IF1.9
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deleteCrovini, Enrico; Cotter, Simon L.; Zygalakis, Konstantinos; Duncan, Andrew B.
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Bayesian Inference for Non-synchronously Observed Diffusions\ast
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IF1.9
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deleteJasra, Ajay; Kamatani, Kengo; Wu, Amin
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Dirichlet-Neumann Averaging: The DNA of Efficient Gaussian Process Simulation
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IF1.9
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deleteKutri, Robert; Scheichl, Robert
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Local Sensitivity Analysis for Bayesian Inverse Problems
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IF1.9
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deleteDoelz, Juergen; Ebert, David
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PCE-Net: High-Dimensional Surrogate Modeling for Learning Uncertainty
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IF1.9
delete2026-01-01
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deleteShustin, Paz Fink; Ubaru, Shashanka; Zimon, Malgorzata J.; Lu, Songtao; Kalantzis, Vasileios; Horesh, Lior; Avron, Haim
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Iterative Methods for Full-Scale Gaussian Process Approximations for Large Spatial Data
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IF1.9
delete2026-01-01
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deleteGyger, Tim; Furrer, Reinhard; Sigrist, Fabio
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Domain Uncertainty Quantification for the Lippmann-Schwinger Volume Integral Equation
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IF1.9
delete2026-01-01
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PREAI
deleteHenriquez, Fernando; Labarca-Figueroa, Ignacio
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The Bayesian Finite Element Method in Inverse Problems: A Critical Comparison between Probabilistic Models for Discretization Error
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IF1.9
delete2026-01-01
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deletePoot, Anne; Rocha, Iuri; Kerfriden, Pierre; van der Meer, Frans
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Random Fourier Features Based Gaussian Process Models for Stochastic Simulations*
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IF1.9
delete2026-01-01
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deleteWu, Ying; Xiong, Shifeng; Chien, Peter
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Active Learning via Heteroskedastic Rational Kriging
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IF1.9
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deleteWang, Shangkun; Joseph, V. Roshan
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Neural Network Approaches for Variance Reduction in Fluctuation Formulas
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IF1.9
delete2026-01-01
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deletePavliotis, G. A.; Spacek, R.; Stoltz, G.; Vaes, U.
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Subspace Splitting Fast Sampling from Gaussian Posterior Distributions of Linear Inverse Problems\ast
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IF1.9
delete2026-01-01
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deleteCalvetti, Daniela; Somersalo, Erkki
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