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Science & Mathematics - Numerical Methods in Physics with Python

Description

Book Synopsis: Bringing together idiomatic Python programming, foundational numerical methods, and physics applications, this is an ideal standalone textbook for courses on computational physics. All the frequently used numerical methods in physics are explained, including foundational techniques and hidden gems on topics such as linear algebra, differential equations, root-finding, interpolation, and integration. The second edition of this introductory book features several new codes and 140 new problems (many on physics applications), as well as new sections on the singular-value decomposition, derivative-free optimization, Bayesian linear regression, neural networks, and partial differential equations. The last section in each chapter is an in-depth project, tackling physics problems that cannot be solved without the use of a computer. Written primarily for students studying computational physics, this textbook brings the non-specialist quickly up to speed with Python before looking in detail at the numerical methods often used in the subject.

Details

Discover the power of Python programming combined with foundational numerical methods in physics with our Numerical Methods in Physics with Python book. Ideal for courses in computational physics, this comprehensive textbook covers all the essential numerical methods used in physics, from linear algebra to integration. Featuring new codes, problems, and insights, the second edition is a must-have resource for students and professionals alike.

Take your understanding of computational physics to the next level with the latest edition of our Numerical Methods in Physics with Python book. With added sections on topics like Bayesian linear regression and neural networks, this textbook is packed with practical knowledge and hands-on projects. Whether you're a student or a seasoned professional, this book will equip you with the tools you need to excel in the world of physics and Python programming.

Enhance your physics education with the second edition of our Numerical Methods in Physics with Python book. Dive into complex physics problems and learn how to solve them using advanced numerical methods and Python programming. With new problems, codes, and in-depth projects included, this textbook is an invaluable resource for anyone looking to master computational physics and apply it in real-world scenarios.

Get your copy of Numerical Methods in Physics with Python now and start exploring the exciting intersection of physics, Python, and numerical methods!

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