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Introduction to Computation in Physical Sciences

Name: Introduction to Computation in Physical Sciences
Brand: Springer, Berlin
SKU: 44664365
Price: 53.25 EUR
Availability: InStock
Author: Jay Wang
ISBN: 9783031176487

Interactive Computing and Visualization with Python(TM)

Jay Wang

Adam Wang

Език

Английски език

Книга С меки корици

Код Либристо: 44664365

Издателство Springer, Berlin, ноември 2023

This book provides a practical and comprehensive introduction to computational problem solving from... Цялото описание

Код Либристо: 44664365

129 b

53.25 €

104.16 лв

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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.