Large scale inverse problems : (Record no. 4713)

MARC details
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010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2013015791
040 ## - CATALOGING SOURCE
Original cataloging agency EBLCP
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783110282269
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3110282267
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3110282224
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783110282221
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System control number (OCoLC)858761758
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037 ## - SOURCE OF ACQUISITION
Stock number 102369
Source of stock number/acquisition Knowledge Unlatched
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA378.5
Item number .L37 2013
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT
Subject category code subdivision 005000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT
Subject category code subdivision 034000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code PBW
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082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 515.357
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049 ## - LOCAL HOLDINGS (OCLC)
Holding library N$TA
245 00 - TITLE STATEMENT
Title Large scale inverse problems :
Remainder of title computational methods and applications in the earth sciences /
Statement of responsibility, etc. edited by Mike Cullen, Melina A. Freitag, Stefan Kindermann, Robert Scheichl.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Berlin ;
-- Boston :
Name of producer, publisher, distributor, manufacturer De Gruyter,
Date of production, publication, distribution, manufacture, or copyright notice [2013]
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ©2013
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (ix, 203 pages) :
Other physical details illustrations
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
490 1# - SERIES STATEMENT
Series statement Radon Series on Computational and Applied Mathematics
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Preface; Synergy of inverse problems and data assimilation techniques; 1 Introduction; 2 Regularization theory; 3 Cycling, Tikhonov regularization and 3DVar; 4 Error analysis; 5 Bayesian approach to inverse problems; 6 4DVar; 7 Kalman filter and Kalman smoother; 8 Ensemble methods; 9 Numerical examples; 9.1 Data assimilation for an advection-diffusion system; 9.2 Data assimilation for the Lorenz-95 system; 10 Concluding remarks; Variational data assimilation for very large environmental problems; 1 Introduction; 2 Theory of variational data assimilation.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 2.1 Incremental variational data assimilation3 Practical implementation; 3.1 Model development; 3.2 Background error covariances; 3.3 Observation errors; 3.4 Optimization methods; 3.5 Reduced order approaches; 3.6 Issues for nested models; 3.7 Weak-constraint variational assimilation; 4 Summary and future perspectives; Ensemble filter techniques for intermittent data assimilation; 1 Bayesian statistics; 1.1 Preliminaries; 1.2 Bayesian inference; 1.3 Coupling of random variables; 1.4 Monte Carlo methods; 2 Stochastic processes; 2.1 Discrete time Markov processes.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 2.2 Stochastic difference and differential equations2.3 Ensemble prediction and sampling methods; 3 Data assimilation and filtering; 3.1 Preliminaries; 3.2 SequentialMonte Carlo method; 3.3 Ensemble Kalman filter (EnKF); 3.4 Ensemble transform Kalman-Bucy filter; 3.5 Guided sequential Monte Carlo methods; 3.6 Continuous ensemble transform filter formulations; 4 Concluding remarks; Inverse problems in imaging; 1 Mathematicalmodels for images; 2 Examples of imaging devices; 2.1 Optical imaging; 2.2 Transmission tomography; 2.3 Emission tomography; 2.4 MR imaging; 2.5 Acoustic imaging.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 2.6 Electromagnetic imaging3 Basic image reconstruction; 3.1 Deblurring and point spread functions; 3.2 Noise; 3.3 Reconstruction methods; 4 Missing data and prior information; 4.1 Prior information; 4.2 Undersampling and superresolution; 4.3 Inpainting; 4.4 Surface imaging; 5 Calibration problems; 5.1 Blind deconvolution; 5.2 Nonlinear MR imaging; 5.3 Attenuation correction in SPECT; 5.4 Blind spectral unmixing; 6 Model-based dynamic imaging; 6.1 Kinetic models; 6.2 Parameter identification; 6.3 Basis pursuit; 6.4 Motion and deformation models; 6.5 Advanced PDE models.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note The lost honor of l2-based regularization1 Introduction; 2 l1-based regularization; 3 Poor data; 4 Large, highly ill-conditioned problems; 4.1 Inverse potential problem; 4.2 The effect of ill-conditioning on L1 regularization; 4.3 Nonlinear, highly ill-posed examples; 5 Summary; List of contributors.
520 ## - SUMMARY, ETC.
Summary, etc. This book is thesecond volume of three volume series recording the ""Radon Special Semester 2011 on Multiscale Simulation & Analysis in Energy and the Environment"" taking place in Linz, Austria, October 3-7, 2011. The volume addresses the common ground in the mathematical and computational procedures required for large-scale inverse problems and data assimilation in forefront applications.
588 0# - SOURCE OF DESCRIPTION NOTE
Source of description note Print version record.
542 1# - INFORMATION RELATING TO COPYRIGHT STATUS
Copyright statement This work is licensed under a Creative Commons license
Uniform Resource Identifier https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
546 ## - LANGUAGE NOTE
Language note English.
506 0# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Open Access
Institution to which field applies EbpS
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Inverse problems (Differential equations)
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Applied mathematics.
Source of heading or term bicssc
9 (RLIN) 381
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element MATHEMATICS
General subdivision Calculus.
Source of heading or term bisacsh
9 (RLIN) 28352
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element MATHEMATICS
General subdivision Mathematical Analysis.
Source of heading or term bisacsh
9 (RLIN) 28353
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Inverse problems (Differential equations)
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst00978098
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Cullen, Michael J. P.,
Relator term editor.
9 (RLIN) 28354
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Freitag, Melina A.,
Dates associated with a name 1980-
Relator term editor.
9 (RLIN) 28355
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kindermann, Stefan,
Dates associated with a name 1972-
Relator term editor.
9 (RLIN) 28356
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Scheichl, Robert,
Dates associated with a name 1972-
Relator term editor.
9 (RLIN) 28357
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
Main entry heading Scheichl, Robert.
Title Large Scale Inverse Problems : Computational Methods and Applications in the Earth Sciences.
Place, publisher, and date of publication Berlin : De Gruyter, ©2013
International Standard Book Number 9783110282221
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Radon series on computational and applied mathematics.
9 (RLIN) 6267
856 40 - ELECTRONIC LOCATION AND ACCESS
Materials specified EBSCOhost
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