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INTRODUCTION TO SCIENTIFIC COMPUTATION

By Brown J David

INTRODUCTION TO SCIENTIFIC COMPUTATION

By Brown J David

0 - Default Title
Description
This book introduces scientific computation in an accessible and interactive way for undergraduates, especially those in the sciences, engineering, and mathematics. No prior programming experience is expected. Readers can begin directly from the introductory chapters, which cover basic elements of the Python programming language, then progress to the main chapters where techniques of scientific computation are presented and applied to specific problems. Examples and exercises are included in detail, covering diverse topics from various branches of science. These include cellular automata, the driven damped pendulum, Euler-Bernoulli beam theory, Newton's law of cooling, and many others.
Rather than using established routines as a black box to memorize, this book delves into foundational concepts and encourages readers to apply fundamental principles to hands-on problems. Extensive use of scientific Python libraries and Jupyter Notebooks reinforce the student's understanding. This book is well-suited for a first exposure to scientific computation, but also to bridge introductory programming classes with advanced coursework in scientific modeling.
Product details
Number of Pages:
332
Release Date:
2025-10-29
Publication Date:
2025-10-20
Publisher:
World Scientific
Languages:
Original: English
ISBN10:
9819815487
ISBN13:
9789819815487
Weight:
633 g
Height:
157 cm
Width:
235 cm
Thickness:
22 cm
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