[图书][B] Computational methods for inverse problems

CR Vogel - 2002 - SIAM
The field of inverse problems has experienced explosive growth in the last few decades.
This is due in part to the importance of applications, like biomedical and seismic imaging …

Inverse problems: From regularization to Bayesian inference

D Calvetti, E Somersalo - Wiley Interdisciplinary Reviews …, 2018 - Wiley Online Library
Inverse problems deal with the quest for unknown causes of observed consequences,
based on predictive models, known as the forward models, that associate the former …

[图书][B] Surveys on solution methods for inverse problems

D Colton, HW Engl, AK Louis, J McLaughlin, W Rundell - 2012 - books.google.com
Inverse problems are concerned with determining causes for observed or desired effects.
Problems of this type appear in many application fields both in science and in engineering …

Regularization methods for linear inverse problems

M Bertero - Inverse Problems: Lectures given at the 1st 1986 …, 2006 - Springer
M. Bertero Dipartimento di Fisica dell'Universita and Istituto Nazionale di Fisica Nucleare 1-
16146 Genova, Italy In the past two decades, the theory and practice of linear inverse …

[图书][B] Regularization of inverse problems

HW Engl, M Hanke, A Neubauer - 1996 - books.google.com
In the last two decades, the field of inverse problems has certainly been one of the fastest
growing areas in applied mathematics. This growth has largely been driven by the needs of …

[图书][B] Iterative optimization in inverse problems

CL Byrne - 2014 - books.google.com
Iterative Optimization in Inverse Problems brings together a number of important iterative
algorithms for medical imaging, optimization, and statistical estimation. It incorporates recent …

Inverse problems as statistics

SN Evans, PB Stark - Inverse problems, 2002 - iopscience.iop.org
What mathematicians, scientists, engineers and statisticians mean by'inverse
problem'differs. For a statistician, an inverse problem is an inference or estimation problem …

[图书][B] Computational inverse techniques in nondestructive evaluation

GR Liu, X Han - 2003 - taylorfrancis.com
Ill-posedness. Regularization. Stability. Uniqueness. To many engineers, the language of
inverse analysis projects a mysterious and frightening image, an image made even more …

Inverse problems: a Bayesian perspective

AM Stuart - Acta numerica, 2010 - cambridge.org
The subject of inverse problems in differential equations is of enormous practical
importance, and has also generated substantial mathematical and computational …

[图书][B] Numerical methods for inverse problems

M Kern - 2016 - books.google.com
This book studies methods to concretely address inverse problems. An inverse problem
arises when the causes that produced a given effect must be determined or when one seeks …