MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01456nmm a2200193Ia 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
220920s9999||||xx |||||||||||||| ||und|| |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781108380690 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
620.00285 |
| Item number |
B838D |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Brunton, S. L. |
| Relator term |
Author |
| Language of a work |
English |
| 9 (RLIN) |
1989 |
| 245 #0 - TITLE STATEMENT |
|---|
| Title |
Data - Driven Science and Engineering |
| Remainder of title |
: Machine Learning, Dynamical Systems, and Control |
| Statement of responsibility, etc. |
/ by S. L. Brunton and J. N. Kutz. |
| Medium |
[Electronic Resource] |
| 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 |
xxii, 472p. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modeling 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 |
Computational Science |
| 9 (RLIN) |
15767 |
|
|---|
| Topical term or geographic name entry element |
Engineering |
| 9 (RLIN) |
406 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kutz, J. N. |
| Relationship information |
[Author] |
| 9 (RLIN) |
1991 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1017/9781108380690">https://doi.org/10.1017/9781108380690</a> |
| Electronic format type |
PDF |
| Link text |
Click to Access the Online Book |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
e-Book |
| Suppress in OPAC |
|
