The Science of Computing v.1 by Victor Eijkhout (.PDF)

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File Size: 45.1 MB

The Science of Computing: Volume 1 (Introduction to High-Performance Scientific Computing), 3rd Edition by Victor Eijkhout
Requirements: .PDF reader, 45.1 MB
Overview: This book has the general background knowledge for scientific computing: computer architecture, parallel computer architecture, computer arithmetic, linear algebra, ODE/PDEs, and how it all comes together in big computations. This volume contains general theory of scientific computing. It takes a holistic approach to scientific computing: assuming that the reader is an application scientist, this book instills the knowledge necessary to bridge the gap between science and efficient computations. Part 1 covers theoretical topics: Architecture of a single computer and parallel, Computer arithmetic, Numerical linear algebra, Ordinary and partial different equations, and finally bringing all these topics together in the Computational analysis of a number of algorithms. Part 2 covers some applications such as molecular dynamics, sorting, graph analysis. Part 3 has tutorial appendices, introducing the basic concepts of graph theory, linear algebra, partial differential equations and such.
Genre: Non-Fiction > Tech & Devices

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