Gaussian processes.
Overview
| Works: | 33 works in 13 publications in 13 languages | |
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Titles
Stable non-Gaussian random processes : = stochastic models with infinite variance /
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Chaos expansions, multiple Wiener-It�integrals and their applications /
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The Generic Chaining = Upper and Lower Bounds of Stochastic Processes /
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Zeros of Gaussian analytic functions and determinantal point processes /
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Wiener chaos = moments, cumulants and diagrams : a survey with computer implementation /
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Multiple Wiener-Itô integrals : = with applications to limit theorems /
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Upper and lower bounds for stochastic processes : = modern methods and classical problems /
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Stochastic analysis for Gaussian random processes and fields : = with applications /
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Computer-based analysis of the Stochastic stability of mechanical structures driven by white and colored noise
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Gaussian processes on trees = from spin glasses to branching Brownian motion /
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Analyticity and sparsity in uncertainty quantification for PDEs with Gaussian random field inputs
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Statistical modeling using Bayesian latent Gaussian models = with applications in geophysics and environmental sciences /
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Stochastic PDE's and Kolmogorov equations in infinite dimensions = lectures given at the 2nd session of the Centro Internazionale Matematico Estivo (C.I.M.E.) held in Cetraro, Italy, August 24- September 1, 1998/
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The Gaussian Approximation Potential = an interatomic potential derived from first principles quantum mechanics /
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Topological complexity of smooth random functions : = Ecole d'Ete de Probabilites de Saint-Flour XXXIX - 2009 /
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Statistical mechanics for athermal fluctuation = non-Gaussian noise in physics /
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Upper and lower bounds for stochastic processes = decomposition theorems /
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