
Wavelets in Physics: A Comprehensive Survey of Wavelet Transform Applications in Physical Sciences by J. C. Van Den Berg
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Product Description
Introduction
Wavelets have emerged as one of the most powerful mathematical tools for analyzing complex signals and phenomena across the sciences. In Wavelets in Physics, edited by J. C. Van Den Berg, a distinguished group of contributors presents a comprehensive survey of how wavelet transforms are applied to a wide array of physical problems. This hardcover volume from Cambridge University Press is an essential reference for graduate students, researchers, and professionals in physics, applied mathematics, and engineering who wish to understand and harness the power of wavelet analysis in their work.
Book Overview
This book provides a thorough introduction to the theory and practice of wavelet transforms, focusing on their utility in physics. Unlike the classical Fourier transform, which gives only global frequency information, the wavelet transform allows for local, scale-dependent analysis of signals and images. The text covers both the continuous wavelet transform (CWT) for detailed analysis and the discrete wavelet transform (DWT) for efficient data compression, transmission, and numerical computation. Each chapter is written by an expert in the field, ensuring depth and accuracy, while the editor has woven the contributions into a coherent narrative suitable for readers with a basic background in mathematics and physics.
Key Highlights
- Comprehensive coverage of wavelet applications in astrophysics, turbulence, meteorology, plasma physics, atomic and solid-state physics, multifractals, biophysics, and mathematical physics.
- Dual focus on continuous and discrete wavelet transforms, explaining when and why to use each approach.
- Practical insights into solving partial differential equations using wavelet methods, a topic of great relevance to computational physics.
- Authoritative contributors who are leading researchers in their respective domains, ensuring cutting-edge content.
- Clear exposition with mathematical rigor balanced by physical intuition, making it accessible to graduate students and advanced undergraduates.
Inside the Book
The book is structured into self-contained chapters, each addressing a specific field of application. Early chapters lay the foundation by explaining the wavelet transform, its properties, and its relationship to other transforms such as the windowed Fourier transform. Subsequent chapters delve into case studies: analyzing turbulent flows, detecting gravitational waves in astrophysics, studying plasma instabilities, characterizing atomic spectra, and modeling complex systems in biophysics such as heart rate variability and neural signals. The final chapters explore multifractal analysis and mathematical physics, including the numerical solution of differential equations. Numerous figures and examples illustrate the concepts, and each chapter includes references for further reading.
Key Topics
- Continuous wavelet transform and its physical interpretation
- Discrete wavelet transform and fast algorithms
- Wavelet analysis of turbulence and chaotic systems
- Applications in astrophysics and cosmology
- Wavelets in plasma physics and fusion research
- Atomic and molecular spectroscopy using wavelets
- Multifractal analysis and scaling phenomena
- Biophysical signal processing: ECG, EEG, and physiological data
- Wavelet-based numerical methods for partial differential equations
- Data compression and transmission in experimental physics
Reader Benefits
Readers will gain a deep understanding of how wavelet transforms can reveal hidden structures in data that traditional methods miss. The book equips you with the theoretical background to implement wavelet techniques in your own research, whether you are analyzing experimental signals, simulating physical systems, or developing new algorithms. By seeing real-world examples from multiple branches of physics, you will learn to identify problems where wavelets offer a distinct advantage over Fourier-based approaches. The inclusion of both continuous and discrete methods ensures you can choose the right tool for your specific application.
Learning Outcomes
- Understand the mathematical foundations of the wavelet transform and its difference from Fourier and windowed Fourier transforms.
- Apply continuous wavelet transforms to analyze scale-dependent features in signals and images.
- Implement discrete wavelet transforms for efficient data compression and numerical computation.
- Interpret wavelet scalograms and identify patterns in complex physical data.
- Solve partial differential equations using wavelet-based numerical schemes.
- Critically evaluate wavelet applications across diverse fields of physics.
Who Should Read
This book is ideal for graduate students and researchers in physics, astrophysics, geophysics, biophysics, and engineering who work with signals, images, or numerical simulations. It is also valuable for applied mathematicians interested in physical applications of wavelet theory. Professionals in meteorology, medical physics, and data analysis will find practical techniques for their domains. A basic background in calculus, linear algebra, and Fourier analysis is assumed, but the text is written to be self-contained for motivated readers.
About the Author
J. C. Van Den Berg is a respected physicist and mathematician known for his contributions to wavelet theory and its applications in fluid dynamics and turbulence. With a career spanning research institutions and universities in Europe, he has authored numerous papers on signal processing and nonlinear dynamics. His editorial expertise brings together leading voices in the field, ensuring a balanced and authoritative treatment of the subject.
About the Publisher
Cambridge University Press is one of the oldest and most prestigious academic publishers in the world. Founded in 1534, it has a long tradition of publishing high-quality scholarly works in science, mathematics, and the humanities. This hardcover edition reflects the Pressβs commitment to rigorous peer review, clear typesetting, and durable bindingβmaking it a reliable resource for years of study and reference.
Conclusion
Wavelets in Physics is an indispensable guide for anyone seeking to master wavelet methods in a physical context. With its blend of theory, application, and expert insight, this book will help you unlock new dimensions in data analysis and computational physics. Whether you are a student beginning your research journey or an experienced scientist looking to expand your toolkit, this volume offers lasting value. Order your copy from Bookshops.in today and add this essential reference to your library.
Quick Summary
Wavelets in Physics, edited by J. C. Van Den Berg and published by Cambridge University Press, is a comprehensive survey of wavelet transform applications across a broad spectrum of physical sciences. The book introduces both continuous and discrete wavelet transforms, explaining how they enable local, scale-dependent analysis of signals and imagesβan advantage over traditional Fourier methods. It covers diverse fields including astrophysics, turbulence, meteorology, plasma physics, atomic and solid state physics, multifractals, biophysics (medicine and physiology), and mathematical physics. Readers will learn how discrete wavelet transforms facilitate fast data compression, transmission, and numerical computation, such as solving partial differential equations. This book is ideal for graduate students, researchers, and professionals in physics and applied mathematics who want to apply wavelet techniques to their work. By purchasing from Bookshops.in, Indian customers receive an authentic hardcover edition with reliable service.
Book Highlights
Book Specifications
| ISBN-13 | 9780521593113 |
| ISBN-10 | 0521593115 |
| Publisher | β Cambridge University Press |
| Language | β English |
| Dimensions | β 18.42 x 2.54 x 26.04 cm |
| Weight | β 1 kg 190 g |
| Country | β India |
| Category | Science & Mathematics βΊ Mathematics |
| Genre | Science & Mathematics |
| Original Language | English |
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