Introduction to uncertainty quantification:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham
Springer
[2015]
|
| Series: | Texts in applied mathematics
volume 63 |
| Subjects: | |
| Online Access: | FHM01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online Ressource (XII, 342 Seiten, 28 illus) |
| ISBN: | 9783319233956 9783319233949 |
| ISSN: | 0939-2475 |
| DOI: | 10.1007/978-3-319-23395-6 |
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Record in the Search Index
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| adam_text | INTRODUCTION TO UNCERTAINTY QUANTIFICATION
/ SULLIVAN, T.J.
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
MEASURE AND PROBABILITY THEORY
BANACH AND HILBERT SPACES
OPTIMIZATION THEORY
MEASURES OF INFORMATION AND UNCERTAINTY
BAYESIAN INVERSE PROBLEMS
FILTERING AND DATA ASSIMILATION
ORTHOGONAL POLYNOMIALS AND APPLICATIONS
NUMERICAL INTEGRATION
SENSITIVITY ANALYSIS AND MODEL REDUCTION
SPECTRAL EXPANSIONS
STOCHASTIC GALERKIN METHODS
NON-INTRUSIVE METHODS
DISTRIBUTIONAL UNCERTAINTY
REFERENCES
INDEX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
INTRODUCTION TO UNCERTAINTY QUANTIFICATION
/ SULLIVAN, T.J.
: 2015
ABSTRACT / INHALTSTEXT
UNCERTAINTY QUANTIFICATION IS A TOPIC OF INCREASING PRACTICAL IMPORTANCE
AT THE INTERSECTION OF APPLIED MATHEMATICS, STATISTICS, COMPUTATION, AND
NUMEROUS APPLICATION AREAS IN SCIENCE AND ENGINEERING. THIS TEXT
PROVIDES A FRAMEWORK IN WHICH THE MAIN OBJECTIVES OF THE FIELD OF
UNCERTAINTY QUANTIFICATION ARE DEFINED, AND AN OVERVIEW OF THE RANGE OF
MATHEMATICAL METHODS BY WHICH THEY CAN BE ACHIEVED. COMPLETE WITH
EXERCISES THROUGHOUT, THE BOOK WILL EQUIP READERS WITH BOTH THEORETICAL
UNDERSTANDING AND PRACTICAL EXPERIENCE OF THE KEY MATHEMATICAL AND
ALGORITHMIC TOOLS UNDERLYING THE TREATMENT OF UNCERTAINTY IN MODERN
APPLIED MATHEMATICS. STUDENTS AND READERS ALIKE ARE ENCOURAGED TO APPLY
THE MATHEMATICAL METHODS DISCUSSED IN THIS BOOK TO THEIR OWN FAVOURITE
PROBLEMS TO UNDERSTAND THEIR STRENGTHS AND WEAKNESSES, ALSO MAKING THE
TEXT SUITABLE AS A SELF-STUDY. THIS TEXT IS DESIGNED AS AN INTRODUCTION
TO UNCERTAINTY QUANTIFICATION FOR SENIOR UNDERGRADUATE AND GRADUATE
STUDENTS WITH A MATHEMATICAL OR STATISTICAL BACKGROUND, AND ALSO FOR
RESEARCHERS FROM THE MATHEMATICAL SCIENCES OR FROM APPLICATIONS AREAS
WHO ARE INTERESTED IN THE FIELD. T. J. SULLIVAN WAS WARWICK ZEEMAN
LECTURER AT THE MATHEMATICS INSTITUTE OF THE UNIVERSITY OF WARWICK,
UNITED KINGDOM, FROM 2012 TO 2015. SINCE 2015, HE IS JUNIOR PROFESSOR
OF APPLIED MATHEMATICS AT THE FREE UNIVERSITY OF BERLIN, GERMANY, WITH
SPECIALISM IN UNCERTAINTY AND RISK QUANTIFICATION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Sullivan, T. J. 1982- |
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| discipline | Mathematik |
| doi_str_mv | 10.1007/978-3-319-23395-6 |
| format | Electronic eBook |
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| spelling | Sullivan, T. J. 1982- Verfasser (DE-588)1081048786 aut Introduction to uncertainty quantification T.J. Sullivan Cham Springer [2015] © 2015 1 Online Ressource (XII, 342 Seiten, 28 illus) txt rdacontent c rdamedia cr rdacarrier Texts in applied mathematics volume 63 0939-2475 Mathematics Numerical analysis Mathematical optimization Probabilities Physics Applied mathematics Engineering mathematics Probability Theory and Stochastic Processes Optimization Numerical Analysis Appl.Mathematics/Computational Methods of Engineering Theoretical, Mathematical and Computational Physics Mathematik Mathematische Methode (DE-588)4155620-3 gnd rswk-swf Unsicheres Schließen (DE-588)4361044-4 gnd rswk-swf Unsicheres Schließen (DE-588)4361044-4 s Mathematische Methode (DE-588)4155620-3 s DE-604 Texts in applied mathematics volume 63 (DE-604)BV036661615 63 https://doi.org/10.1007/978-3-319-23395-6 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730335&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730335&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Sullivan, T. J. 1982- Introduction to uncertainty quantification Texts in applied mathematics Mathematics Numerical analysis Mathematical optimization Probabilities Physics Applied mathematics Engineering mathematics Probability Theory and Stochastic Processes Optimization Numerical Analysis Appl.Mathematics/Computational Methods of Engineering Theoretical, Mathematical and Computational Physics Mathematik Mathematische Methode (DE-588)4155620-3 gnd Unsicheres Schließen (DE-588)4361044-4 gnd |
| subject_GND | (DE-588)4155620-3 (DE-588)4361044-4 |
| title | Introduction to uncertainty quantification |
| title_auth | Introduction to uncertainty quantification |
| title_exact_search | Introduction to uncertainty quantification |
| title_full | Introduction to uncertainty quantification T.J. Sullivan |
| title_fullStr | Introduction to uncertainty quantification T.J. Sullivan |
| title_full_unstemmed | Introduction to uncertainty quantification T.J. Sullivan |
| title_short | Introduction to uncertainty quantification |
| title_sort | introduction to uncertainty quantification |
| topic | Mathematics Numerical analysis Mathematical optimization Probabilities Physics Applied mathematics Engineering mathematics Probability Theory and Stochastic Processes Optimization Numerical Analysis Appl.Mathematics/Computational Methods of Engineering Theoretical, Mathematical and Computational Physics Mathematik Mathematische Methode (DE-588)4155620-3 gnd Unsicheres Schließen (DE-588)4361044-4 gnd |
| topic_facet | Mathematics Numerical analysis Mathematical optimization Probabilities Physics Applied mathematics Engineering mathematics Probability Theory and Stochastic Processes Optimization Numerical Analysis Appl.Mathematics/Computational Methods of Engineering Theoretical, Mathematical and Computational Physics Mathematik Mathematische Methode Unsicheres Schließen |
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