Finite Difference Computing with Exponential Decay Models

Focusing on the complete scientific computing pipeline, this book uses a case study of an ordinary differential equation related to exponential decay to explain key concepts in mathematics and computer science. It emphasizes implementation, testing, and software engineering, making it distinct from other texts on numerical methods. Designed for ease of understanding, it requires only a basic knowledge of one-variable calculus and introductory programming, making it accessible to beginners.