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What is deep learning for those who study physics? Is it completely different from physics? Or is it similar? In recent years, machine learning, including deep learning, has begun to be used in various physics studies. Why is that? Is knowing physics useful in...
Editeur :
Springer
Parution :
2021-02-20
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Dieses essential befasst sich mit Anwendungen des maschinellen Lernens in verschiedenen Bereichen der Naturwissenschaften. Es behandelt geläufige Strukturen und Algorithmen, um Daten mit den Techniken des maschinellen Lernens zu analysieren. Zunächst werden Methoden...
Editeur :
Springer Spektrum
Parution :
2021-01-19
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Thermal physics deals with collections of large numbers of particles - typically 10 to the 23rd power or so. Examples include the air in a balloon, the water in a lake, the electrons in a chunk of metal, and the photons given off by the sun. We can't possibly follow...
Editeur :
OUP Oxford
Parution :
2020-12-15
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The objective of this book is to construct a rigorous mathematical approach to linear hereditary problems of wave propagation theory and demonstrate the efficiency of mathematical theorems in hereditary mechanics. By using both real end complex Tauberian techniques for...
Editeur :
Springer
Parution :
2020-10-21
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This is the first book presenting dynamic responses and failure of polymer composite structures as they interact with internal and/or external fluid media. It summarizes authoritative research carried out by the author in the past decade on various aspects of...
Editeur :
Springer
Parution :
2020-09-11
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Recent experimental evidence about the possibility of "absolute negative temperature" states in physical systems has triggered a stimulating debate about the consistency of such a concept from the point of view of Statistical Mechanics. It is not clear whether the usual...
Editeur :
Springer
Parution :
2020-08-20
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Black holes present one of the most fascinating predictions of Einstein's general theory of relativity. There is strong evidence of their existence through observation of active galactic nuclei, including the centre of our galaxy, observations of gravitational waves,...
Editeur :
OUP Oxford
Parution :
2020-07-31
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Boris Pavlov (1936-2016), to whom this volume is dedicated, was a prominent specialist in analysis, operator theory, and mathematical physics. As one of the most influential members of the St. Petersburg Mathematical School, he was one of the founders of the...
Editeur :
Birkhäuser
Parution :
2020-07-14
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This book presents an alternative representation of Einstein's Special Theory of Relativity, which makes Special Relativity much more comprehensible. Moreover, one will come across a fundamental relationship between the Special Theory of Relativity and the mechanics of...
Editeur :
Springer
Parution :
2020-05-16
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This book focuses on a critical discussion of the status and prospects of current approaches in quantum mechanics and quantum field theory, in particular concerning gravity. It contains a carefully selected cross-section of lectures and discussions at the seventh...
Editeur :
Birkhäuser
Parution :
2020-04-09
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This book is a liber amicorum to Professor Sergei Konstantinovich Godunov and gathers contributions by renowned scientists in honor of his 90th birthday. The contributions address those fields that Professor Godunov is most famous for: differential and difference...
Editeur :
Springer
Parution :
2020-04-03
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Eva Maria Hickmann legt den Fokus auf eine didaktisch und gleichzeitig mathematisch präzise Darstellung über Differentialgleichungen als zentraler Baustein der Physik zur Beschreibung von Zuständen und Bewegungen. Die Autorin stellt die relevanten Lösungsmethoden anhand...
Editeur :
Springer Spektrum
Parution :
2020-03-31
Collection :
BestMasters
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Fundamental concepts of phase transitions, such as order parameters, spontaneous symmetry breaking, scaling transformations, conformal symmetry and anomalous dimensions, have deeply changed the modern vision of many areas of physics, leading to remarkable developments...
Editeur :
OUP Oxford
Parution :
2020-03-26
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This book offers a comprehensive and timely review of the fracture behavior of bimaterial composites consisting of periodically connected components, i.e. of bimaterial composites possessing periodical cracks along the interface. It first presents an overview of the...
Editeur :
Springer
Parution :
2020-03-21
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This book is based on lectures given at the first edition of the Domoschool, the International Alpine School in Mathematics and Physics, held in Domodossola, Italy, in July 2018. It is divided into two parts. Part I consists of four sets of lecture notes. These...
Editeur :
Birkhäuser
Parution :
2019-11-23
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This book presents calculation methods that are used in both mathematical and theoretical physics. These methods will allow readers to work with selected special functions and more generally with differential equations, which are the most frequently used in quantum...
Editeur :
Springer
Parution :
2019-11-14
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A concise and up-to-date introduction to mathematical methods for students in the physical sciences Mathematical Methods in Physics, Engineering and Chemistry offers an introduction to the most important methods of theoretical physics. Written by two physics professors...
Editeur :
Wiley
Parution :
2019-10-11
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This volume presents several multidisciplinary approaches to the visual representation of data acquired from experiments. As an expansion of these approaches, it is also possible to include data examination generated by mathematical-physical modeling. Imaging Systems...
Editeur :
Springer
Parution :
2019-09-27
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This book discusses in detail the special theory of relativity without including all the instruments of theoretical physics, enabling readers who are not budding theoretical physicists to develop competence in the field. An arbitrary but fixed inertial system is chosen,...
Editeur :
Springer
Parution :
2019-09-25
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The prime goal of this monograph, which comprises a total of five volumes, is to derive sharp spectral asymptotics for broad classes of partial differential operators using techniques from semiclassical microlocal analysis, in particular, propagation of singularities,...
Editeur :
Springer
Parution :
2019-09-13
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