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Fabio Nobile

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Existence of dynamical low rank approximations for random semi-linear evolutionary equations on the maximal interval

MATHICSE Technical Report : A Multilevel Stochastic Gradient method for PDE-constrained Optimal Control Problems with uncertain parameters

MATHICSE Technical Report: Stability properties of a projector-splitting scheme for the dynamical low rank approximation of random parabolic equations

MATHICSE Technical Report : Sparse Polynomial Chaos expansions using Variational Relevance Vector Machines

MATHICSE Technical Report : Regularity and sparse approximation of the recursive first moment equations for the lognormal Darcy problem

Quantifying uncertain system outputs via the multilevel Monte Carlo method — Part I: Central moment estimation

Sparse Polynomial Chaos expansions using variational relevance vector machines

Some first results on the consistency of spatial regression with partial differential equation regularization

MATHICSE Technical Report: Non-intrusive double-greedy parametric model reduction by interpolation of frequency-domain rational surrogates

Regularity and sparse approximation of the recursive first moment equations for the lognormal Darcy problem