| 书目名称 | Introduction to Computation in Physical Sciences |
| 副标题 | Interactive Computin |
| 编辑 | Jay Wang,Adam Wang |
| 视频video | |
| 概述 | Emphasizes both numerical and symbolic computations and stresses model building and intentional scaffolding to help beginners learn computational problem solving.Introduces contemporary cutting edge t |
| 丛书名称 | Synthesis Lectures on Computation and Analytics |
| 图书封面 |  |
| 描述 | 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, e |
| 出版日期 | Book 2023 |
| 关键词 | Python; Interactive Computation; Problem Solving; Data Analysis; Visualization; Just-in-Time Computing; Ph |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-031-17646-3 |
| isbn_softcover | 978-3-031-17648-7 |
| isbn_ebook | 978-3-031-17646-3Series ISSN 2766-8975 Series E-ISSN 2766-8967 |
| issn_series | 2766-8975 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
发表于 2025-3-21 18:12:48
