Deep Learning and Computational Physics/ (Record no. 23127)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01320nam a22001817a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240903104917.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240903b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783031593444 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Ray, Deep |
| 245 ## - TITLE STATEMENT | |
| Title | Deep Learning and Computational Physics/ |
| Statement of responsibility, etc. | Deep Ray, Orazio Pinti and et. al. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Switzerland: |
| Name of publisher, distributor, etc. | Springer Nature, |
| Date of publication, distribution, etc. | 2024. |
| 300 ## - Physical Description | |
| Pages: | xvi;152p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The main objective of this book is to introduce a student who is familiar with elementary math concepts to select topics in deep learning. It exploits strong connections between deep learning algorithms and the techniques of computational physics to achieve two important goals. First, it uses concepts from computational physics to develop an understanding of deep learning algorithms. Second, it describes several novel deep learning algorithms for solving challenging problems in computational physics, thereby offering someone who is interested in modeling physical phenomena with a complementary set of tools. It is intended for senior undergraduate and graduate students in science and engineering programs. It is used as a textbook for a course (or a course sequence) for senior-level undergraduate or graduate-level students. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Deep Learning |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Oberai, Assad A. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Accession No. | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Available | TIFR CAM Library | TIFR CAM Library | 03/09/2024 | MM Book Plaza | M12371 | 03/09/2024 | 03/09/2024 | Books |