Large scale inverse problems : (Record no. 4713)
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005 - DATE AND TIME OF LATEST TRANSACTION | |
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010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
LC control number | 2013015791 |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | EBLCP |
Language of cataloging | eng |
Description conventions | rda |
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Transcribing agency | EBLCP |
Modifying agency | OCLCO |
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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 |
029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
OCLC library identifier | AU@ |
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OCLC library identifier | CHVBK |
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OCLC library identifier | DEBSZ |
System control number | 472799312 |
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OCLC library identifier | AU@ |
System control number | 000066526231 |
035 ## - SYSTEM CONTROL NUMBER | |
System control number | (OCoLC)858761758 |
Canceled/invalid control number | (OCoLC)880456860 |
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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 |
Source | bicssc |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 515.357 |
-- | 515/.357 |
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 |
Uniform Resource Identifier | <a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=641761">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=641761</a> |
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Koha item type | E-books |
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