Numerical Pythonby Robert Johansson shows you how to leverage the numerical and mathematical modules in Python and its Standard Library as well as popular open source numerical Python packages like NumPy, FiPy, matplotlib and more to numerically compute solutions and mathematically model...

The goal of this book is to teach computational scientists and engineers how to develop tailored, flexible, and efficient working environments built from small programs (scripts) written in the easy-to-learn, very high-level language Python. The focus is on examples and applications of relevance to computational science: gluing existing...

The aim of this book is to teach computer programming using examples
from mathematics and the natural sciences. We have chosen to use
the Python programming language because it combines remarkable expressive
power with very clean, simple, and compact syntax. Python is
easy to learn and very well suited for an introduction to...

Modern computer architectures designed with high-performance microprocessors offer tremendous potential gains in performance over previous designs. Yet their very complexity makes it increasingly difficult to produce efficient code and to realize their full potential. This landmark text from two leaders in the field focuses on the pivotal role...

This is a thorough, yet understandable text about the boundary element method (BEM), an attractive alternative to the finite element method (FEM). It not only explains the theory, but also deals with the implementation into computer code written in FORTRAN 95 (software can be freely downloaded). Applications range from potential problems to static...

The name compiler has been given to a computer program which will accept as data a program in a problem-oriented language, such as Algol or Fortran, and produce as output a computer-oriented code which, after possibly some further processing by an assembler or loader, will be capable of being obeyed by a computer and produce results equivalent to...

The aim of this book is to teach computer programming using examples from mathematics and the natural sciences. We have chosen to use the Python programming language because it combines remarkable power with very clean, simple, and compact syntax. Python is easy to learn and very well suited for an introduction to computer programming. Python...

"This book will provide a valuable resource for the OpenMP community."

- Timothy G. Mattson, Intel Corporation

"This book has an important role to play in the HPC community-both for introducing practicing professionals to OpenMP and for educating students and professionals about parallel programming. I'm happy...

If you want to use Java todevelop scientific or engineering programs, Technical Java is the Java guide you’vebeen searching for. Using real-life examples, expert scientific programmerGrant Palmer shows how to build powerful, versatile, and flexible software forvirtually any technical application. Whether you’re moving from FORTRAN,C, or...