Recent Applications of Harmonic Analysis to Function Spaces Differential Equations and Data Science is popular PDF and ePub book, written by Isaac Pesenson in 2017-08-09, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Recent Applications of Harmonic Analysis to Function Spaces Differential Equations and Data Science can be Read Online from any device for your convenience.
Recent Applications of Harmonic Analysis to Function Spaces Differential Equations and Data Science Book PDF Summary
The second of a two volume set on novel methods in harmonic analysis, this book draws on a number of original research and survey papers from well-known specialists detailing the latest innovations and recently discovered links between various fields. Along with many deep theoretical results, these volumes contain numerous applications to problems in signal processing, medical imaging, geodesy, statistics, and data science. The chapters within cover an impressive range of ideas from both traditional and modern harmonic analysis, such as: the Fourier transform, Shannon sampling, frames, wavelets, functions on Euclidean spaces, analysis on function spaces of Riemannian and sub-Riemannian manifolds, Fourier analysis on manifolds and Lie groups, analysis on combinatorial graphs, sheaves, co-sheaves, and persistent homologies on topological spaces. Volume II is organized around the theme of recent applications of harmonic analysis to function spaces, differential equations, and data science, covering topics such as: The classical Fourier transform, the non-linear Fourier transform (FBI transform), cardinal sampling series and translation invariant linear systems. Recent results concerning harmonic analysis on non-Euclidean spaces such as graphs and partially ordered sets. Applications of harmonic analysis to data science and statistics Boundary-value problems for PDE's including the Runge–Walsh theorem for the oblique derivative problem of physical geodesy.
Detail Book of Recent Applications of Harmonic Analysis to Function Spaces Differential Equations and Data Science PDF
- Author : Isaac Pesenson
- Release : 09 August 2017
- Publisher : Birkhäuser
- ISBN : 9783319555560
- Genre : Mathematics
- Total Page : 510 pages
- Language : English
- PDF File Size : 11,6 Mb
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