Data-driven science and engineering : (Record no. 4570)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01335nam a2200205Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | NUBLRC |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241210s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-1-108-42209-3 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | NUBLRC |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | GC TA 330 .B78 2019 c.1 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Brunton, Steven L. |
| 245 #0 - TITLE STATEMENT | |
| Title | Data-driven science and engineering : |
| Remainder of title | 77 |
| Statement of responsibility, etc. | Steven L. Brunton and J. Nathan Kutz. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cambridge : |
| Name of publisher, distributor, etc. | Cambridge University Press, |
| Date of publication, distribution, etc. | 2019 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 472 pages |
| Other physical details | color illustrations ; |
| Dimensions | 26 cm. |
| 365 ## - TRADE PRICE | |
| Price amount | 68.93 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Data-driven discovery is revolutionizing the modelling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modelling and control of dynamical systems with modern methods in data science. It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems, such as turbulence, the brain, climate, epidemiology, finance, robotics, and autonomy. Aimed at advanced undergraduate and beginning graduate students in the engineering and physical sciences, the text presents a range of topics and methods from introductory to state of the art. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | SCIENCE--DATA PROCESSING |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kutz, Jose Nathan |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Computer Engineering | NU BALIWAG | NU BALIWAG | General Circulation | Purchased - Amazon | 68.93 | GC TA 330 .B78 2019 c.1 | NUBUL000003962 | 12/12/2024 | 12/12/2024 | Books |
