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A clear and concise mathematical introduction to the subjects of inverse problems and data assimilation, and their inter-relations.
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Inverse Problems and Data Assimilation (Hardcover)
Editore:
Cambridge University Press, Cambridge, 2023
ISBN 10: 1009414321
ISBN 13: 9781009414326
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Hardcover. Condizione: new. Hardcover. 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. This concise introduction covers inverse problems and data assimilation, before exploring their inter-relations. Suitable for both classroom teaching and self-guided study, it is aimed at advanced undergraduates and beginning graduate students in mathematical sciences, together with researchers in science and engineering. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9781009414326
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Inverse Problems and Data Assimilation (London Mathematical Society Student Texts, Series Number 107)
Da: California Books, Miami, FL, U.S.A.
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Condizione: New. Codice articolo I-9781009414326
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Inverse Problems and Data Assimilation
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Hardcover. Condizione: Brand New. 221 pages. 9.17x6.30x0.67 inches. In Stock. This item is printed on demand. Codice articolo __1009414321
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Inverse Problems and Data Assimilation
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Hardback. Condizione: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 470. Codice articolo C9781009414326
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Inverse Problems and Data Assimilation (London Mathematical Society Student Texts, Series Number 107)
Da: Books Puddle, New York, NY, U.S.A.
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Condizione: New. 1st edition NO-PA16APR2015-KAP. Codice articolo 26398957950
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Inverse Problems and Data Assimilation (London Mathematical Society Student Texts, Series Number 107)
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Condizione: New. Print on Demand. Codice articolo 397419169
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Inverse Problems and Data Assimilation (London Mathematical Society Student Texts, Series Number 107)
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Condizione: New. PRINT ON DEMAND. Codice articolo 18398957940
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Inverse Problems and Data Assimilation (Hardcover)
Editore:
Cambridge University Press, Cambridge, 2023
ISBN 10: 1009414321
ISBN 13: 9781009414326
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Da: CitiRetail, Stevenage, Regno Unito
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Hardcover. Condizione: new. Hardcover. 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. This concise introduction covers inverse problems and data assimilation, before exploring their inter-relations. Suitable for both classroom teaching and self-guided study, it is aimed at advanced undergraduates and beginning graduate students in mathematical sciences, together with researchers in science and engineering. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Codice articolo 9781009414326
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Inverse Problems and Data Assimilation
Editore:
Cambridge University Press Aug 2023, 2023
ISBN 10: 1009414321
ISBN 13: 9781009414326
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Da: AHA-BUCH GmbH, Einbeck, Germania
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Buch. Condizione: Neu. Neuware - 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. Codice articolo 9781009414326
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