Uncertainty quantification in multiscale materials modeling / (Record no. 82413)
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| fixed length control field | 04795cam a2200577 a 4500 |
| 001 - CONTROL NUMBER | |
| control field | on1144803762 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230516165843.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr |n||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200317s2020 enka ob 001 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | YDX |
| Language of cataloging | eng |
| Description conventions | pn |
| Transcribing agency | YDX |
| Modifying agency | OPELS |
| -- | UKAHL |
| -- | OCLCF |
| -- | UKMGB |
| -- | EBLCP |
| -- | MYG |
| -- | OCLCO |
| -- | OCLCQ |
| -- | OCLCO |
| -- | K6U |
| -- | OCLCQ |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER | |
| National bibliography number | GBC031043 |
| Source | bnb |
| 016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER | |
| Record control number | 019726155 |
| Source | Uk |
| 019 ## - | |
| -- | 1145546335 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780081029428 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 008102942X |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9780081029411 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 0081029411 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1144803762 |
| Canceled/invalid control number | (OCoLC)1145546335 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TA404.23 |
| Item number | U53 2020 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 620.1/1 |
| Edition number | 23 |
| 245 00 - TITLE STATEMENT | |
| Title | Uncertainty quantification in multiscale materials modeling / |
| Statement of responsibility, etc. | edited by Yan Wang and David L. McDowell. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Cambridge : |
| Name of producer, publisher, distributor, manufacturer | Woodhead Publishing, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2020 |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | �2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (xviii, 586 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 | Elsevier series in mechanics of advanced materials |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Front Cover -- Uncertainty Quantification in Multiscale Materials Modeling -- Mechanics of Advanced Materials Series -- Series editor-in-chief: Vadim V. Silberschmidt -- Series editor: Thomas B�ohlke -- Series editor: David L. McDowell -- Series editor: Zhong Chen -- Uncertainty Quantification in Multiscale Materials Modeling -- Copyright -- Contents -- Contributors -- About the Series editors -- Editor-in-Chief -- Series editors -- Preface -- 1 -- Uncertainty quantification in materials modeling -- 1.1 Materials design and modeling -- 1.2 Sources of uncertainty in multiscale materials modeling |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1.2.1 Sources of epistemic uncertainty in modeling and simulation -- 1.2.2 Sources of model form and parameter uncertainties in multiscale models -- 1.2.2.1 Models at different length and time scales -- 1.2.3 Linking models across scales -- 1.3 Uncertainty quantification methods -- 1.3.1 Monte Carlo simulation -- 1.3.2 Global sensitivity analysis -- 1.3.3 Surrogate modeling -- 1.3.4 Gaussian process regression -- 1.3.5 Bayesian model calibration and validation -- 1.3.6 Polynomial chaos expansion -- 1.3.7 Stochastic collocation and sparse grid -- 1.3.8 Local sensitivity analysis with perturbation |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1.3.9 Polynomial chaos for stochastic Galerkin -- 1.3.10 Nonprobabilistic approaches -- 1.4 UQ in materials modeling -- 1.4.1 UQ for ab initio and DFT calculations -- 1.4.2 UQ for MD simulation -- 1.4.3 UQ for meso- and macroscale materials modeling -- 1.4.4 UQ for multiscale modeling -- 1.4.5 UQ in materials design -- 1.5 Concluding remarks -- Acknowledgments -- References -- 2 -- The uncertainty pyramid for electronic-structure methods -- 2.1 Introduction -- 2.2 Density-functional theory -- 2.2.1 The Kohn-Sham formalism -- 2.2.2 Computational recipes -- 2.3 The DFT uncertainty pyramid |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 2.3.1 Numerical errors -- 2.3.2 Level-of-theory errors -- 2.3.3 Representation errors -- 2.4 DFT uncertainty quantification -- 2.4.1 Regression analysis -- 2.4.2 Representative error measures -- 2.5 Two case studies -- 2.5.1 Case 1: DFT precision for elemental equations of state -- 2.5.2 Case 2: DFT precision and accuracy for the ductility of a W-Re alloy -- 2.6 Discussion and conclusion -- Acknowledgment -- References -- 3 -- Bayesian error estimation in density functional theory -- 3.1 Introduction -- 3.2 Construction of the functional ensemble -- 3.3 Selected applications -- 3.4 Conclusion |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Materials |
| General subdivision | Mathematical models. |
| 9 (RLIN) | 3268 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Uncertainty (Information theory) |
| 9 (RLIN) | 8835 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Multiscale modeling. |
| 9 (RLIN) | 3979 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mat�eriaux |
| Authority record control number or standard number | (CaQQLa)201-0025866 |
| General subdivision | Mod�eles math�ematiques. |
| Authority record control number or standard number | (CaQQLa)201-0379082 |
| 9 (RLIN) | 68623 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Incertitude (Th�eorie de l'information) |
| Authority record control number or standard number | (CaQQLa)201-0003328 |
| 9 (RLIN) | 68624 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Analyse multi�echelle. |
| Authority record control number or standard number | (CaQQLa)000265314 |
| 9 (RLIN) | 68625 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Materials |
| General subdivision | Mathematical models. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst01011852 |
| 9 (RLIN) | 3268 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Multiscale modeling. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst01763130 |
| 9 (RLIN) | 3979 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Uncertainty (Information theory) |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst01160838 |
| 9 (RLIN) | 8835 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Wang, Yan, |
| Relator term | editor. |
| 9 (RLIN) | 68626 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | McDowell, David L., |
| Dates associated with a name | 1956- |
| Relator term | editor. |
| 9 (RLIN) | 68627 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Title | Uncertainty quantification in multiscale materials modeling. |
| Place, publisher, and date of publication | Cambridge : Woodhead Publishing, 2020 |
| International Standard Book Number | 0081029411 |
| -- | 9780081029411 |
| Record control number | (OCoLC)1119640371 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Elsevier series in mechanics of advanced materials. |
| 9 (RLIN) | 68628 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | ScienceDirect |
| Uniform Resource Identifier | <a href="https://www.sciencedirect.com/science/book/9780081029411">https://www.sciencedirect.com/science/book/9780081029411</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
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