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This book provides a theoretical background in computation to
scientists who use computational methods. It explains how computing
is used in the natural sciences, and provides a high-level overview
of those aspects of computer science and software engineering that
are most relevant for computational science. The focus is on
concepts, results, and applications, rather than on proofs and
derivations. The unique feature of this book is that it "connects
the dots between computational science, the theory of computation
and information, and software engineering. The book should help
scientists to better understand how they use computers in their
work, and to better understand how computers work. It is meant to
compensate a bit for the general lack of any formal training in
computer science and information theory. Readers will learn
something they can use throughout their careers.
This book provides a theoretical background in computation to
scientists who use computational methods. It explains how computing
is used in the natural sciences, and provides a high-level overview
of those aspects of computer science and software engineering that
are most relevant for computational science. The focus is on
concepts, results, and applications, rather than on proofs and
derivations. The unique feature of this book is that it "connects
the dots between computational science, the theory of computation
and information, and software engineering. The book should help
scientists to better understand how they use computers in their
work, and to better understand how computers work. It is meant to
compensate a bit for the general lack of any formal training in
computer science and information theory. Readers will learn
something they can use throughout their careers.
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