| Description |
1 online resource : illustrations (black and white, and colour) |
| Series |
Synthesis lectures on computation and analytics |
|
Synthesis lectures on computation and analytics.
|
| Contents |
Programming environments -- Python Tutorial -- Interactive computing and visualization -- Basic algorithms -- Force and motion -- Oscillations and waves -- Modern physics and quantum mechanics -- Statistical and thermal processes -- Complex Systems |
| Summary |
This book provides a practical and comprehensive introduction to computational problem solving from the viewpoints of practitioners in both academic and industrial worlds. The authors present scientific problem-solving using computation and aim to increase computational thinking, which is the mindset and skillset required to solve scientific problems with computational methodologies via model building, simulation, data analysis, and visualization using the Python programming language. Topics and examples span fundamental areas of physical science as well as contemporary topics including quantum computing, neural networks, machine learning, global warming, and energy balance. The book features unique and innovative techniques and practices including: intentional scaffolding to help beginners learn computational problem solving; multimodal computing environments including cloud-based platforms and just-in-time computing; emphasis and connection between both numerical and symbolic computations; and extensive exercise sets carefully designed for further exploration as project assignments or self-paced study. The book is suitable for introductory level readers in physical sciences, engineering, and related STEM disciplines. Specifically, the book is appropriate for use in either a standalone course on computation and modeling and as a resource for readers interested in learning about proven techniques in interactive computing |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Description based on online resource; title from digital title page (viewed on April 03, 2023) |
| Subject |
Python (Computer program language)
|
|
Mathematical physics -- Data processing
|
|
Mathematical physics -- Data processing
|
|
Python (Computer program language)
|
| Form |
Electronic book
|
| Author |
Wang, Adam, author
|
| ISBN |
9783031176463 |
|
3031176464 |
|
