Holdings: Nonlinear data assimilation

Nonlinear data assimilation:

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Bibliographic Details
Main Authors:	Van Leeuwen, Peter Jan (Author), Cheng, Yuan (Author), Reich, Sebastian (Author)
Format:	Electronic eBook
Language:	English
Published:	Cham [u.a.] Springer 2015
Series:	Frontiers in applied dynamical systems: reviews and tutorials 2
Subjects:	Mathematics Differentiable dynamical systems Computer science / Mathematics Dynamical Systems and Ergodic Theory Computational Mathematics and Numerical Analysis Mathematical Applications in the Physical Sciences Informatik Mathematik
Online Access:	DE-634 DE-861 DE-91 DE-19 DE-703 DE-20 DE-739 Volltext Abstract
Physical Description:	1 Online-Ressource (XII, 118 S.) 19 illus., 15 illus. in color
ISBN:	9783319183473
ISSN:	2364-4532
DOI:	10.1007/978-3-319-18347-3

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MARC


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Record in the Search Index

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adam_text	NONLINEAR DATA ASSIMILATION / VAN LEEUWEN, PETER JAN : 2015 ABSTRACT / INHALTSTEXT THIS BOOK CONTAINS TWO REVIEW ARTICLES ON NONLINEAR DATA ASSIMILATION THAT DEAL WITH CLOSELY RELATED TOPICS BUT WERE WRITTEN AND CAN BE READ INDEPENDENTLY. BOTH CONTRIBUTIONS FOCUS ON SO-CALLED PARTICLE FILTERS. THE FIRST CONTRIBUTION BY JAN VAN LEEUWEN FOCUSES ON THE POTENTIAL OF PROPOSAL DENSITIES. IT DISCUSSES THE ISSUES WITH PRESENT-DAY PARTICLE FILTERS AND EXPLORERS NEW IDEAS FOR PROPOSAL DENSITIES TO SOLVE THEM, CONVERGING TO PARTICLE FILTERS THAT WORK WELL IN SYSTEMS OF ANY DIMENSION, CLOSING THE CONTRIBUTION WITH A HIGH-DIMENSIONAL EXAMPLE. THE SECOND CONTRIBUTION BY CHENG AND REICH DISCUSSES A UNIFIED FRAMEWORK FOR ENSEMBLE-TRANSFORM PARTICLE FILTERS. THIS ALLOWS ONE TO BRIDGE SUCCESSFUL ENSEMBLE KALMAN FILTERS WITH FULLY NONLINEAR PARTICLE FILTERS, AND ALLOWS A PROPER INTRODUCTION OF LOCALIZATION IN PARTICLE FILTERS, WHICH HAS BEEN LACKING UP TO NOW DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
any_adam_object	1
author	Van Leeuwen, Peter Jan Cheng, Yuan Reich, Sebastian
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id	DE-604.BV042730341
illustrated	Illustrated
indexdate	2024-10-30T01:00:13Z
institution	BVB
isbn	9783319183473
issn	2364-4532
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028161372
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owner	DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-703 DE-20 DE-739 DE-634 DE-861 DE-83
owner_facet	DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-703 DE-20 DE-739 DE-634 DE-861 DE-83
physical	1 Online-Ressource (XII, 118 S.) 19 illus., 15 illus. in color
psigel	ZDB-2-SMA UBY_PDA_SMA ZDB-2-SMA_2015
publishDate	2015
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publisher	Springer
record_format	marc
series2	Frontiers in applied dynamical systems: reviews and tutorials
spelling	Van Leeuwen, Peter Jan Verfasser (DE-588)1075864089 aut Nonlinear data assimilation Peter Jan Van Leeuwen ; Yuan Cheng ; Sebastian Reich Cham [u.a.] Springer 2015 1 Online-Ressource (XII, 118 S.) 19 illus., 15 illus. in color txt rdacontent c rdamedia cr rdacarrier Frontiers in applied dynamical systems: reviews and tutorials 2 2364-4532 Mathematics Differentiable dynamical systems Computer science / Mathematics Dynamical Systems and Ergodic Theory Computational Mathematics and Numerical Analysis Mathematical Applications in the Physical Sciences Informatik Mathematik Cheng, Yuan Verfasser (DE-588)102720239X aut Reich, Sebastian Verfasser aut Erscheint auch als Druckausgabe 978-3-319-18346-6 Frontiers in Applied Dynamical Systems Reviews and Tutorials 2 (DE-604)BV042872345 2 https://doi.org/10.1007/978-3-319-18347-3 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161372&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Van Leeuwen, Peter Jan Cheng, Yuan Reich, Sebastian Nonlinear data assimilation Mathematics Differentiable dynamical systems Computer science / Mathematics Dynamical Systems and Ergodic Theory Computational Mathematics and Numerical Analysis Mathematical Applications in the Physical Sciences Informatik Mathematik
title	Nonlinear data assimilation
title_auth	Nonlinear data assimilation
title_exact_search	Nonlinear data assimilation
title_full	Nonlinear data assimilation Peter Jan Van Leeuwen ; Yuan Cheng ; Sebastian Reich
title_fullStr	Nonlinear data assimilation Peter Jan Van Leeuwen ; Yuan Cheng ; Sebastian Reich
title_full_unstemmed	Nonlinear data assimilation Peter Jan Van Leeuwen ; Yuan Cheng ; Sebastian Reich
title_short	Nonlinear data assimilation
title_sort	nonlinear data assimilation
topic	Mathematics Differentiable dynamical systems Computer science / Mathematics Dynamical Systems and Ergodic Theory Computational Mathematics and Numerical Analysis Mathematical Applications in the Physical Sciences Informatik Mathematik
topic_facet	Mathematics Differentiable dynamical systems Computer science / Mathematics Dynamical Systems and Ergodic Theory Computational Mathematics and Numerical Analysis Mathematical Applications in the Physical Sciences Informatik Mathematik
url	https://doi.org/10.1007/978-3-319-18347-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161372&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV042872345
work_keys_str_mv	AT vanleeuwenpeterjan nonlineardataassimilation AT chengyuan nonlineardataassimilation AT reichsebastian nonlineardataassimilation

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