Tsutomu T. Takeuchi – författare
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2 produkter
2 produkter
Applications of Big Data and Machine Learning in Galaxy Formation and Evolution
Inbunden, Engelska, 2025
1 312 kr
Skickas inom 10-15 vardagar
As investigations into our Universe become more complex, in-depth, and widespread, galaxy surveys are requiring state-of-the-art data scientific methods to analyze them. This book provides a practical introduction to big data in galaxy formation and evolution, introducing the astrophysical basics, before delving into the latest techniques being introduced to astronomy and astrophysics from data science. This book helps translate the cutting-edge methods into accessible guidance for those without a formal background in computer science. It is an ideal manual for astronomers and astrophysicists, in addition to graduate students and postgraduate students in science and engineering looking to learn how to apply data-science to their research.Key Features:Introduces applications of data-science methods to the exciting subject of galaxy formation and evolutionProvides a practical guide to understanding cutting-edge data-scientific methods, as well as classical astrostatistical methodsSummarises a vast range of statistical and informatics methods in one volume, with concrete applications to astrophysics
Physics of the Formation and Evolution of Galaxies
Multiwavelength Point of View
Inbunden, Engelska, 2025
1 823 kr
Skickas inom 10-15 vardagar
This book introduces various physical processes related to the formation and evolution of galaxies, such as gravitation, electromagnetism, statistical physics, condensed matter, non-equilibrium processes, and relativity. Real data are analyzed using statistical methods and theoretical understanding. These topics give students and researchers in other fields a cross-sectional, interdisciplinary review. In particular, the author puts a great emphasis on multi-wavelength observations and surveys, which are now fundamental to understand the physics of any kind of cosmological and galactic comprehensive study. This is the first book to look at multi-wavelength surveys from the view of both observation and theory.This book is intended to be a standard guide to the physics of galaxy formation and evolution, which is popular in astrophysics but is not dealt with in detail in other books for young graduate students and non-experts in physics. Physical processes related to the formation and evolution of stars in galaxies are particularly mentioned from the view of multi-wavelength observations, which leads to an understanding of how the current universe has developed.