Statistical Methods for Materials Science (Record no. 3001)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01507 a2200361 4500 |
| 001 - CONTROL NUMBER | |
| control field | 0367780283 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250317100417.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250312042021xx eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367780289 |
| 037 ## - SOURCE OF ACQUISITION | |
| Source of stock number/acquisition | Taylor & Francis |
| Terms of availability | GBP 45.99 |
| Form of issue | BB |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | 01 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | TGM |
| Source | thema |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | PHFC |
| Source | thema |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | PB |
| Source | thema |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | TGM |
| Source | bic |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | PHFC |
| Source | bic |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | PB |
| Source | bic |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | SCI077000 |
| Source | bisac |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | MAT029000 |
| Source | bisac |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | SCI055000 |
| Source | bisac |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | TEC021000 |
| Source | bisac |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | 620.110727 |
| Source | bisac |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Jeffrey P. Simmons |
| 245 10 - TITLE STATEMENT | |
| Title | Statistical Methods for Materials Science |
| Remainder of title | The Data Science of Microstructure Characterization |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1 |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Name of publisher, distributor, etc. | CRC Press |
| Date of publication, distribution, etc. | 20210331 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 514 p |
| 520 ## - SUMMARY, ETC. | |
| Expansion of summary note | Data analytics has become an integral part of materials science. This book provides the practical tools and fundamentals needed for researchers in materials science to understand how to analyze large datasets using statistical methods, especially inverse methods applied to microstructure characterization. It contains valuable guidance on essential topics such as denoising and data modeling. Additionally, the analysis and applications section addresses compressed sensing methods, stochastic models, extreme estimation, and approaches to pattern detection. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Lawrence F. Drummy |
| Relationship | B01 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Charles A. Bouman |
| Relationship | B01 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Marc De Graef |
| Relationship | B01 |
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