Machine Learning for Physicists: A Hands-On Approach (IOP eBooks) - Hardcover

Machine Learning For Physicists : A hands-on approach

Buch. Zustand: Neu. Neuware - 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: - Practical Hands-on approach: enables the reader to use machine learning - Includes code and accompanying online resources - Practical examples for modern research and uses case studies - Written in a language accessible by physics students - Complete one-semester course. Artikel-Nr. 9780750349550

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