| 000 -LEADER |
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| fixed length control field |
a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
230830b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781032151694 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
530.028563 |
| Item number |
KNE |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Knecht, Volker |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
AI for Physics |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Name of publisher, distributor, etc |
CRC Press, |
| Date of publication, distribution, etc |
2023 |
| Place of publication, distribution, etc |
Boca Raton : |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 129 p. ; |
| Other physical details |
ill., |
| Dimensions |
20 cm |
| 365 ## - TRADE PRICE |
|---|
| Price amount |
22.99 |
| Price type code |
EUR |
| Unit of pricing |
94.90 |
| 490 ## - SERIES STATEMENT |
|---|
| Series statement |
AI for Everything |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Written in accessible language without mathematical formulas, this short book provides an overview of the wide and varied applications of artificial intelligence (AI) across the spectrum of physical sciences. Focusing in particular on AI's ability to extract patterns from data, known as machine learning (ML), the book includes a chapter on important machine learning algorithms and their respective applications in physics. It then explores the use of ML across a number of important sub-fields in more detail, ranging from particle, molecular and condensed matter physics, to astrophysics, cosmology and the theory of everything. The book covers such applications as the search for new particles and the detection of gravitational waves from the merging of black holes, and concludes by discussing what the future may hold. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Analogue computer |
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| Topical term or geographic name as entry element |
Boson |
|
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| Topical term or geographic name as entry element |
Calabi-You manifold |
|
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| Topical term or geographic name as entry element |
Cosmic web |
|
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| Topical term or geographic name as entry element |
Dark energy |
|
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| Topical term or geographic name as entry element |
Electromagnetism |
|
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| Topical term or geographic name as entry element |
Feed-Forward neural network |
|
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| Topical term or geographic name as entry element |
Gravitational waves |
|
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| Topical term or geographic name as entry element |
Jet substructure |
|
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| Topical term or geographic name as entry element |
Machine learning |
|
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| Topical term or geographic name as entry element |
Neural network |
|
|---|
| Topical term or geographic name as entry element |
Particle collisions |
|
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| Topical term or geographic name as entry element |
Quantum mechanics |
|
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| Topical term or geographic name as entry element |
Red shift |
|
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| Topical term or geographic name as entry element |
Special relativity |
|
|---|
| Topical term or geographic name as entry element |
Theory of Everyyhing |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Scheutwinkel, Kilian Hikaru ... [et al.] |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Books |