Inverse problems and data assimilation (Record no. 36688)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02371 a2200277 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | NISER |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260107105935.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260107b |||||||| |||| 00| 0 hin d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781009414296 |
| Qualifying information | Paperback |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | NISER LIBRARY |
| Language of cataloging | eng |
| Transcribing agency | NISER LIBRARY |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 517.972.7 |
| Item number | SAN-I |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sanz-Alonso, Daniel |
| 245 10 - TITLE STATEMENT | |
| Title | Inverse problems and data assimilation |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New York, NY, USA : |
| Name of publisher, distributor, etc. | Cambridge University Press, |
| Date of publication, distribution, etc. | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xvi, 210 pages ; |
| Dimensions | 24 cm. |
| 490 ## - SERIES STATEMENT | |
| Series statement | London Mathematical Society student texts ; |
| Volume/sequential designation | 107 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (pages 192-204) and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This concise introduction provides an entry point to the world of inverse problems and data assimilation for advanced undergraduates and beginning graduate students in the mathematical sciences. It will also appeal to researchers in science and engineering who are interested in the systematic underpinnings of methodologies widely used in their disciplines. The authors examine inverse problems and data assimilation in turn, before exploring the use of data assimilation methods to solve generic inverse problems by introducing an artificial algorithmic time. Topics covered include maximum a posteriori estimation, (stochastic) gradient descent, variational Bayes, Monte Carlo, importance sampling and Markov chain Monte Carlo for inverse problems; and 3DVAR, 4DVAR, extended and ensemble Kalman filters, and particle filters for data assimilation. The book contains a wealth of examples and exercises, and can be used to accompany courses as well as for self-study. Provides a gentle introduction to inverse problems and data assimilation emphasizing the unity between both subjects and the potential for an exchange of ideas between them. Includes numerous pointers to the wider literature<br/>Features examples and exercises for classroom teaching and self-guided learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Inverse problems (Differential equations) |
| Form subdivision | Textbooks |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical models |
| Form subdivision | Textbooks |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Stuart, Andrew |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Taeb, Armeen |
| 856 41 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Table of contents |
| Uniform Resource Identifier | <a href="http://assets.cambridge.org/97810094/14326/toc/9781009414326_toc.pdf">http://assets.cambridge.org/97810094/14326/toc/9781009414326_toc.pdf</a> |
| 856 41 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Reviews |
| Uniform Resource Identifier | <a href="https://www.goodreads.com/book/show/171747708-inverse-problems-and-data-assimilation?ref=nav_sb_ss_1_13#CommunityReviews">https://www.goodreads.com/book/show/171747708-inverse-problems-and-data-assimilation?ref=nav_sb_ss_1_13#CommunityReviews</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Universal Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Universal Decimal Classification | NISER LIBRARY | NISER LIBRARY | 01/01/2026 | 30 | 2294.00 | 517.972.7 SAN-I | 26313 | 01/01/2026 | 3612.60 | 01/01/2026 | Book |
