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Scalable Gaussian-Process Inference Using Vecchia Approximations

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Multivariate Gaussian Random Fields: Statistical and Sample Path Properties

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Maximum likelihood estimation for Gaussian processes under inequality constraints

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Statistical Finite Elements for Nonlinear PDEs

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Generalized probabilistic principal component analysis of microscopic and macroscopic dynamics

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Hierarchical models and computing with stochastic PDEs

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