Deep learning for physics research (Record no. 567290)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01250 a2200229 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789811285325 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | IIT Kanpur |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 530.0285 |
| Item number | D36 |
| 245 ## - TITLE STATEMENT | |
| Title | Deep learning for physics research |
| Statement of responsibility, etc | Martin Erdmann ...[et. al.] |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher | World Scientific Publishing |
| Year of publication | 2021 |
| Place of publication | Chennai |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xi, 327p |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "A core principle of physics is knowledge gained from data. Thus, deep learning has instantly entered physics and may become a new paradigm in basic and applied research. This textbook addresses physics students and physicists who want to understand what deep learning actually means, and what is the potential for their own scientific projects. Being familiar with linear algebra and parameter optimization is sufficient to jump-start deep learning. Adopting a pragmatic approach, basic and advanced applications in physics research are described. Also offered are simple hands-on exercises for implementing deep networks for which python code and training data can be downloaded"-- |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Physics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Machine learning |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Erdmann, Martin |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Glombitza, Jonas |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kasieczka, Gregor |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Klemradt, Uwe |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Permanent Location | Current Location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Copy number | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TEXT | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 2024-10-29 | 2 | 3655.30 | 530.0285 D36 cop.3 | A186565 | Copy 3 | 4873.37 | Text Books | ||||
| TEXT | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 2024-10-29 | 2 | 3655.30 | 530.0285 D36 cop.1 | A186563 | Copy 1 | 4873.37 | Text Books | ||||
| TEXT | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 2024-10-29 | 2 | 3655.30 | 530.0285 D36 cop.4 | A186566 | Copy 4 | 4873.37 | Text Books | ||||
| TEXT | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 2024-10-29 | 2 | 3655.30 | 530.0285 D36 cop.2 | A186564 | Copy 2 | 4873.37 | Text Books |