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Автор: Jay Wang, Adam Wang
Издательство: Springer
Год: 2023
Страниц: 264
Язык: английский
Формат: pdf (true), epub
Размер: 51.0 MB
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, etc. We briefly introduce two methods of visualization that are used throughout, Matplotlib animation and VPython. Matplotlib is an easy-to-use yet powerful plotting package in Python. It is equally capable of animation.