This book presents ML concepts with a hands-on approach for physicists. The goal is to both educate and enable a larger part of the community with these skills. This will lead to wider applications of modern ML techniques in physics. Accessible to physical science students, the book assumes a familiarity with statistical physics but little in the way of specialised computer science background. All chapters start with a simple introduction to the basics and the foundations, followed by some examples and then proceeds to provide concrete examples with associated codes from a GitHub repository. Many of the code examples provided can be used as is or with suitable modification by the students for their own applications.
Key Features:
| ISBN: | 9780750349550 |
| Publication date: | 21st November 2023 |
| Author: | Sadegh Raeisi, Sedighe Raeisi |
| Publisher: | IOP Publishing an imprint of Institute of Physics Publishing |
| Format: | Hardback |
| Pagination: | 200 pages |
| Series: | IOP Ebooks |
| Genres: |
Artificial intelligence Machine learning Ethics and moral philosophy |
This book presents ML concepts with a hands-on approach for physicists. The goal is to both educate and enable a larger part of the community with these skills. This will lead to wider applications of modern ML techniques in physics. Accessible to physical science students, the book assumes a familiarity with statistical physics but little in the way of specialised computer science background. All chapters start with a simple introduction to the basics and the foundations, followed by some examples and then proceeds to provide concrete examples with associated codes from a GitHub repository. Many of the code examples provided can be used as is or with suitable modification by the students for their own applications.
Key Features:
Machine Learning for Physicists features in the following genres: Artificial intelligence, Machine learning, Ethics and moral philosophy
Machine Learning for Physicists is available in Hardback
Machine Learning for Physicists was written by Sadegh Raeisi, Sedighe Raeisi and published by IOP Publishing an imprint of Institute of Physics Publishing
Machine Learning for Physicists has 200 pages
Yes it is part of IOP Ebooks series
£67.50