Introduction to Computation in Physical Sciences - Wang, Adam

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Résumé :
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...

Biographie:
emphasis and connection between both numerical and symbolic computations...

Sommaire:
multimodal computing environments including cloud-based platforms and just-in-time computing...