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Statistical Methods for Data Analysis: With Applications in Particle Physics

Posted By: AvaxGenius
Statistical Methods for Data Analysis: With Applications in Particle Physics

Statistical Methods for Data Analysis: With Applications in Particle Physics by Luca Lista
English | PDF | 2023 | 358 Pages | ISBN : 3031199332 | 32.8 MB

This third edition expands on the original material. Large portions of the text have been reviewed and clarified. More emphasis is devoted to machine learning including more modern concepts and examples. This book provides the reader with the main concepts and tools needed to perform statistical analyses of experimental data, in particular in the field of high-energy physics (HEP).

Elliptic Extensions in Statistical and Stochastic Systems

Posted By: AvaxGenius
Elliptic Extensions in Statistical and Stochastic Systems

Elliptic Extensions in Statistical and Stochastic Systems by Makoto Katori
English | PDF,EPUB | 2023 | 134 Pages | ISBN : 9811995265 | 20.7 MB

Hermite's theorem makes it known that there are three levels of mathematical frames in which a simple addition formula is valid. They are rational, q-analogue, and elliptic-analogue. Based on the addition formula and associated mathematical structures, productive studies have been carried out in the process of q-extension of the rational (classical) formulas in enumerative combinatorics, theory of special functions, representation theory, study of integrable systems, and so on. Originating from the paper by Date, Jimbo, Kuniba, Miwa, and Okado on the exactly solvable statistical mechanics models using the theta function identities (1987), the formulas obtained at the q-level are now extended to the elliptic level in many research fields in mathematics and theoretical physics. In the present monograph, the recent progress of the elliptic extensions in the study of statistical and stochastic models in equilibrium and nonequilibrium statistical mechanics and probability theory is shown.

The Poisson-Boltzmann Equation: An Introduction

Posted By: AvaxGenius
The Poisson-Boltzmann Equation: An Introduction

The Poisson-Boltzmann Equation: An Introduction by Ralf Blossey
English | PDF,EPUB | 2023 | 113 Pages | ISBN : 3031247817 | 10.3 MB

This brief book introduces the Poisson-Boltzmann equation in three chapters that build upon one another, offering a systematic entry to advanced students and researchers. Chapter one formulates the equation and develops the linearized version of Debye-Hückel theory as well as exact solutions to the nonlinear equation in simple geometries and generalizations to higher-order equations.

Introduction To The Theory Of Neural Computation

Posted By: l3ivo
Introduction To The Theory Of Neural Computation

John A Hertz, "Introduction To The Theory Of Neural Computation"
English | 1991 | ISBN: 0201515601, 0201503956 | 352 pages | DJVU | 4.5 MB

Spatial Networks: A Complete Introduction: From Graph Theory and Statistical Physics to Real-World Applications (Repost)

Posted By: AvaxGenius
Spatial Networks: A Complete Introduction: From Graph Theory and Statistical Physics to Real-World Applications (Repost)

Spatial Networks: A Complete Introduction: From Graph Theory and Statistical Physics to Real-World Applications by Marc Barthelemy
English | EPUB | 2022 | 443 Pages | ISBN : 3030941051 | 96.3 MB

This book provides a complete introduction into spatial networks. It offers the mathematical tools needed to characterize these structures and how they evolve in time and presents the most important models of spatial networks.

Non-equilibrium Thermodynamics

Posted By: AvaxGenius
Non-equilibrium Thermodynamics

Non-equilibrium Thermodynamics by Andrea Di Vita
English | PDF,EPUB(True) | 2022 | 239 Pages | ISBN : 3031122208 | 17.3 MB

The importance of thermodynamics, particularly its Second Principle, to all branches of science in which systems with very large numbers of particles are involved cannot be overstated. This book offers a panoramic view of non-equilibrium thermodynamics. Perhaps the two most attractive aspects of thermodynamic equilibrium are its stability and its independence from the specifics of the particular system involved. Does an equivalent exist for non-equilibrium thermodynamics? Many researchers have tried to describe such stability in the same way that the Second Principle describes the stability of thermodynamic equilibrium - and failed.

Dynamics On and Of Complex Networks III: Machine Learning and Statistical Physics Approaches (Repost)

Posted By: AvaxGenius
Dynamics On and Of Complex Networks III: Machine Learning and Statistical Physics Approaches (Repost)

Dynamics On and Of Complex Networks III: Machine Learning and Statistical Physics Approaches by Fakhteh Ghanbarnejad
English | PDF | 2019 | 246 Pages | ISBN : 3030146820 | 10 MB

This book bridges the gap between advances in the communities of computer science and physics–namely machine learning and statistical physics. It contains diverse but relevant topics in statistical physics, complex systems, network theory, and machine learning. Examples of such topics are: predicting missing links, higher-order generative modeling of networks, inferring network structure by tracking the evolution and dynamics of digital traces, recommender systems, and diffusion processes.

Statistical Physics

Posted By: AvaxGenius
Statistical Physics

Statistical Physics by A. M. Guénault
English | PDF | 1988 | 197 Pages | ISBN : 0415002591 | 13.3 MB

Statistical physics is not a difficult subject, and I trust that this will not be found a difficult book. It contains much that a number of generations of Lancaster students have studied with me, as part of their physics honours degree work. The lecture course was of twenty hours duration, and I have added comparatively little to the lecture syllabus. A pre­ requisite is that the reader should have a working knowledge of basic thermal physics (i.e. the laws of thermodynamics and their application to simple substances). The book Thermal Physics by Colin Finn in this series forms an ideal introduc tion.

Limit Theorems and Some Applications in Statistical Physics

Posted By: AvaxGenius
Limit Theorems and Some Applications in Statistical Physics

Limit Theorems and Some Applications in Statistical Physics by Boris Nahapetian
English | PDF | 1991 | 246 Pages | ISBN : 3322934330 | 10.7 MB

During the recent years the interest in limit theorems for dependent random variables has considerably grown being stimulated both by requirements of probability theory and by many applied disciplines. A special place among such disciplines belongs to statistical physics whose mathematical apparatus for a long time has been developing regardless the probability theory. However recently a process of mutual understanding between the specialists of this two fields started to develop. This resulted in a burst of activity for the benefit of both the subjects. For instance, the concept of Gibbs random field which has originated in statistical physics became a powerful stimulus for development of the theory of random fields while the Gibbsian fields themselves turned out to be excellent object for application of many general probabilistic results.

Statistical Physics: An Advanced Approach with Applications

Posted By: AvaxGenius
Statistical Physics: An Advanced Approach with Applications

Statistical Physics: An Advanced Approach with Applications by Josef Honerkamp
English | PDF | 1998 | 416 Pages | ISBN : 3540639780 | 32.1 MB

The application of statistical methods to physics is essential. This unique book on statistical physics offers an advanced approach with numerous applications to the modern problems students are confronted with. Therefore the text contains more concepts and methods in statistics than the student would needed for statistical mechanics alone. Methods from mathematical statistics and stochastics for the analysis of data are discussed as well. The book is divided in two parts focusing first on the modelling of statistical systems then on the analysis of these systems. Problems with hints for solution help the students to deepen their knowledge.

Sojourns in Probability Theory and Statistical Physics - I: Spin Glasses and Statistical Mechanics, A Festschrift for Charles M

Posted By: AvaxGenius
Sojourns in Probability Theory and Statistical Physics - I: Spin Glasses and Statistical Mechanics, A Festschrift for Charles M

Sojourns in Probability Theory and Statistical Physics - I: Spin Glasses and Statistical Mechanics, A Festschrift for Charles M by Vladas Sidoravicius
English | EPUB | 2019 | 338 Pages | ISBN : 9811502935 | 36.1 MB

Charles M. (Chuck) Newman has been a leader in Probability Theory and Statistical Physics for nearly half a century. This three-volume set is a celebration of the far-reaching scientific impact of his work. It consists of articles by Chuck’s collaborators and colleagues across a number of the fields to which he has made contributions of fundamental significance. This publication was conceived during a conference in 2016 at NYU Shanghai that coincided with Chuck`s 70th birthday.

Sojourns in Probability Theory and Statistical Physics - III (Repost)

Posted By: AvaxGenius
Sojourns in Probability Theory and Statistical Physics - III (Repost)

Sojourns in Probability Theory and Statistical Physics - III: Interacting Particle Systems and Random Walks, A Festschrift for Charles M. Newman by Vladas Sidoravicius
English | EPUB | 2019 | 327 Pages | ISBN : 981150301X | 29.2 MB

Charles M. (Chuck) Newman has been a leader in Probability Theory and Statistical Physics for nearly half a century. This three-volume set is a celebration of the far-reaching scientific impact of his work. It consists of articles by Chuck’s collaborators and colleagues across a number of the fields to which he has made contributions of fundamental significance. This publication was conceived during a conference in 2016 at NYU Shanghai that coincided with Chuck`s 70th birthday.

Spatial Networks: A Complete Introduction: From Graph Theory and Statistical Physics to Real-World Applications

Posted By: AvaxGenius
Spatial Networks: A Complete Introduction: From Graph Theory and Statistical Physics to Real-World Applications

Spatial Networks: A Complete Introduction: From Graph Theory and Statistical Physics to Real-World Applications by Marc Barthelemy
English | EPUB | 2022 | 443 Pages | ISBN : 3030941051 | 96.3 MB

This book provides a complete introduction into spatial networks. It offers the mathematical tools needed to characterize these structures and how they evolve in time and presents the most important models of spatial networks.

Dynamics, Information and Complexity in Quantum Systems (Repost)

Posted By: AvaxGenius
Dynamics, Information and Complexity in Quantum Systems (Repost)

Dynamics, Information and Complexity in Quantum Systems by Fabio Benatti
English | PDF | 2009 | 548 Pages | ISBN : 1402093055 | 3.4 MB

The leading theme of the book is complexity in quantum dynamics. This issue is addressed by comparison with the classical ergodic, information and algorithmic complexity theories.

Techniques and Tools for Designing an Online Social Network Platform

Posted By: AvaxGenius
Techniques and Tools for Designing an Online Social Network Platform

Techniques and Tools for Designing an Online Social Network Platform by Panagiotis Karampelas
English | PDF | 2013 | 191 Pages | ISBN : 3709107865 | 5.7 MB

Following the introduction of Myspace, Linkedin and Facebook, social networks have become part of people’s everyday life. New online social networks appear almost daily developed to attract the attention of Internet users. However, design and implementation standards and guidelines are often sacrificed for innovation resulting in unusable social networking platforms destined to be doomed. Within this context, the present book recommends a design and implementation methodology which will allow future social networking platform designers and developers to work in a scientifically systematic and sound manner to reach their goal.