shop by
Category
items
0 

Large-Scale Inverse Problems and Quantification of Uncertainty (Hardcover)

Customer Reviews   Write a Review

Be the first to review this item and earn 25 Rakuten Super Points™

Product Overview

This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist methodologies. Recent research advances for approximation methods are discussed, along with Kalman filtering methods and optimization-based approaches to solving inverse problems. The aim is to cross-fertilize the perspectives of researchers in the areas of data assimilation, statistics, large-scale optimization, applied and computational mathematics, high performance computing, and cutting-edge applications.

The solution to large-scale inverse problems critically depends on methods to reduce computational cost. Recent research approaches tackle this challenge in a variety of different ways. Many of the computational frameworks highlighted in this book build upon state-of-the-art methods for simulation of the forward problem, such as, fast Partial Differential Equation (PDE) solvers, reduced-order models and emulators of the forward problem, stochastic spectral approximations, and ensemble-based approximations, as well as exploiting the machinery for large-scale deterministic optimization through adjoint and other sensitivity analysis methods.

Key Features:

? Brings together the perspectives of researchers in areas of inverse problems and data assimilation.

? Assesses the current state-of-the-art and identify needs and opportunities for future research.

? Focuses on the computational methods used to analyze and simulate inverse problems.

? Written by leading experts of inverse problems and uncertainty quantification.

Graduate students and researchers working in statistics, mathematics and engineering will benefit from this book.

Specifications

Publisher John Wiley & Sons Inc
Mfg Part# 9780470697436
SKU 213771683
Format Hardcover
ISBN10 0470697431
Release Date 1/1/2011
Product Attributes
eBooks Kobo
Book Format Hardcover
Number of Pages 0372
Publisher John Wiley & Sons
loading
Sold Out
Sorry, you missed the deal!
This product is currently not available.
ADVERTISEMENT
Promotions & Offers (1)
  •  custom promo
    5% Back* Sitewide with Promo Code Rewardme *See page for details
Buy From Other Sellers (0)
kobo
  • Take your library with you wherever you go
  • Use the device you want to use… smartphone, desktop and many of today’s most popular eReaders

WHY KOBO?

We love the Kobo eReading service… and we know you will too. We’ve partnered with them to bring you the most flexible, enjoyable eReading experience in the U.S.

SHOPPING ON KOBO

You’ll be asked to sign in or create a new account with Kobo. Once you do, you’ll immediately get access to millions of titles and be ready to start eReading. Anytime. Anyplace.

continue to kobo
ADVERTISEMENT
ADVERTISEMENT