Concise Guide to Computing Foundations
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Concise Guide to Computing Foundations: Core Concepts and Select Scientific Applications

Concise Guide to Computing Foundations: Core Concepts and Select Scientific Applications


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About the Book

This book will help future scientists to become more intelligent users of computing technology in their practice of science. The content is suitable for introductory courses on the foundations of computing and the specific application of computers in different areas of science. The text presents a set of modules for use in existing science courses in order to integrate individual aspects of computational thinking, as well as a set of modules introducing the computer science concepts needed to understand the computing involved. These modules guide science students in their independent learning. The book covers computing applications in such diverse areas as bioinformatics, chemical kinetics, hydrogeological modeling, and mechanics of materials, geographic information systems, flow analysis, the solving of equations, curve fitting, optimization, and scientific data acquisition. The computing topics covered include simulations, errors, data representation, algorithms, XMS, compression, databases, performance, and complexity.

Table of Contents:
Introduction to Computational Science.- Types of Visualization and Modeling.- Data Types: Representation, Abstraction, Limitations.- Scientific Data Acquisition.- Procedures: Algorithms and Abstraction.- Solving Equations.- Iterative Solutions.- Solving Sets of Equations.- Procedures: Performance and Complexity.- Self-Defining Data: Compression, XML and Databases.- Searching.- Curve Fitting.- Optimization.- Data Organization and Analysis.- Appendix A: NetLogo.- Appendix B: LabQuest.- Appendix C: GIS.

About the Author :
Dr. Kevin Brewer is Co-Chair and Professor in the Department of Engineering in the Walker School of Engineering at Olivet Nazarene University, Bourbonnais, IL, USA. Dr. Cathy Bareiss is a Professor of Computer Science at the same institution.


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Product Details
  • ISBN-13: 9783319806945
  • Publisher: Springer International Publishing AG
  • Publisher Imprint: Springer International Publishing AG
  • Height: 235 mm
  • No of Pages: 191
  • Returnable: Y
  • Width: 155 mm
  • ISBN-10: 3319806947
  • Publisher Date: 16 Jun 2018
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Sub Title: Core Concepts and Select Scientific Applications


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