Optimal experimental design for infinite-dimensional Bayesian inverse problems governed by PDEs: A review

A Alexanderian - Inverse Problems, 2021 - iopscience.iop.org
We present a review of methods for optimal experimental design (OED) for Bayesian inverse
problems governed by partial differential equations with infinite-dimensional parameters …

[图书][B] Stochastic equations in infinite dimensions

G Da Prato, J Zabczyk - 2014 - books.google.com
Now in its second edition, this book gives a systematic and self-contained presentation of
basic results on stochastic evolution equations in infinite dimensional, typically Hilbert and …

[图书][B] Gradient flows: in metric spaces and in the space of probability measures

L Ambrosio, N Gigli, G Savaré - 2008 - books.google.com
The book is devoted to the theory of gradient flows in the general framework of metric
spaces, and in the more specific setting of the space of probability measures, which provide …

Stochastic optimal control in infinite dimension

G Fabbri, F Gozzi, A Swiech - Probability and Stochastic Modelling …, 2017 - Springer
The main objective of this book is to give an overview of the theory of Hamilton–Jacobi–
Bellman (HJB) partial differential equations (PDEs) in infinite-dimensional Hilbert spaces …

[图书][B] Stochastic partial differential equations

PL Chow - 2007 - taylorfrancis.com
As a relatively new area in mathematics, stochastic partial differential equations (PDEs) are
still at a tender age and have not yet received much attention in the mathematical …

[图书][B] An introduction to infinite-dimensional analysis

G Da Prato - 2006 - books.google.com
In this revised and extended version of his course notes from a 1-year course at Scuola
Normale Superiore, Pisa, the author provides an introduction–for an audience knowing …

[图书][B] Effective dynamics of stochastic partial differential equations

J Duan, W Wang - 2014 - books.google.com
Effective Dynamics of Stochastic Partial Differential Equations focuses on stochastic partial
differential equations with slow and fast time scales, or large and small spatial scales. The …

[图书][B] Random Perturbation of PDEs and Fluid Dynamic Models: École d'été de Probabilités de Saint-Flour XL–2010

F Flandoli - 2011 - books.google.com
This volume deals with the random perturbation of PDEs which lack well-posedness, mainly
because of their non-uniqueness, in some cases because of blow-up. The aim is to show …

[图书][B] Kolmogorov equations for stochastic PDEs

G Da Prato - 2004 - books.google.com
Kolmogorov Equations for Stochastic PDEs gives an introduction to stochastic partial
differential equations, such as reaction-diffusion, Burgers and 2D Navier-Stokes equations …

[图书][B] Differentiable measures and the Malliavin calculus

VI Bogachev - 2010 - books.google.com
This book provides the reader with the principal concepts and results related to differential
properties of measures on infinite dimensional spaces. In the finite dimensional case such …