Del i serien IOP Expanding Physics

Inverse Modeling

An introduction to the theory and methods of inverse problems and data assimilation

Inbunden, Engelska, 2015

AvGen Nakamura,Roland Potthast

1 999 kr

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This book provides a comprehensive introduction to the techniques, tools and methods for inverse problems and data assimilation, designed for students, researchers and developers in mathematics, physics, engineering, acoustics, electromagnetics, meteorology, biology, environmental and other applied sciences.

Produktinformation

Utgivningsdatum2015-12-28
Mått178 x 254 x 29 mm
Vikt1 138 g
FormatInbunden
SpråkEngelska
SerieIOP Expanding Physics
Antal sidor509
FörlagInstitute of Physics Publishing
ISBN9780750312196

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Tillämpad matematik inom Naturvetenskap och teknik

1 Introduction 2 Functional analytic tools 3 Approaches to regularization 4 A stochastic view of inverse problems 5 Dynamical systems inversion and data assimilation 6 Programming of numerical algorithms and useful tools 7 Neural field inversion and kernel reconstruction 8 Simulation of waves and fields 9 Nonlinear operators 10 Analysis: uniqueness, stability and convergence questions 11 Source reconstruction and magnetic tomography 12 Field reconstruction techniques 13 Sampling methods 14 Probe methods 15 Analytic continuation tests 16 Dynamical sampling and probe methods 17 Targeted observations and meta-inverse problems