Statistical Field Theory - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Field Theory write by G. Mussardo. This book was released on 2010. Statistical Field Theory available in PDF, EPUB and Kindle. A thorough and pedagogical introduction to phase transitions and exactly solved models in statistical physics and quantum field theory.
Statistical Physics of Fields
Statistical Physics of Fields - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Physics of Fields write by Mehran Kardar. This book was released on 2007-06-07. Statistical Physics of Fields available in PDF, EPUB and Kindle. While many scientists are familiar with fractals, fewer are familiar with scale-invariance and universality which underlie the ubiquity of their shapes. These properties may emerge from the collective behaviour of simple fundamental constituents, and are studied using statistical field theories. Initial chapters connect the particulate perspective developed in the companion volume, to the coarse grained statistical fields studied here. Based on lectures taught by Professor Kardar at MIT, this textbook demonstrates how such theories are formulated and studied. Perturbation theory, exact solutions, renormalization groups, and other tools are employed to demonstrate the emergence of scale invariance and universality, and the non-equilibrium dynamics of interfaces and directed paths in random media are discussed. Ideal for advanced graduate courses in statistical physics, it contains an integrated set of problems, with solutions to selected problems at the end of the book and a complete set available to lecturers at www.cambridge.org/9780521873413.
Statistical Field Theory
Statistical Field Theory - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Field Theory write by Giorgio Parisi. This book was released on 1998-11-26. Statistical Field Theory available in PDF, EPUB and Kindle. Specifically written to introduce researchers and advanced students to the modern developments in statistical mechanics and field theory, this book's leitmotiv is functional integration and its application to different areas of physics. The book acts as both an introduction to and a lucid overview of the major problems in statistical field theory.
Statistical Approach to Quantum Field Theory
Statistical Approach to Quantum Field Theory - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Approach to Quantum Field Theory write by Andreas Wipf. This book was released on 2021-10-25. Statistical Approach to Quantum Field Theory available in PDF, EPUB and Kindle. This new expanded second edition has been totally revised and corrected. The reader finds two complete new chapters. One covers the exact solution of the finite temperature Schwinger model with periodic boundary conditions. This simple model supports instanton solutions – similarly as QCD – and allows for a detailed discussion of topological sectors in gauge theories, the anomaly-induced breaking of chiral symmetry and the intriguing role of fermionic zero modes. The other new chapter is devoted to interacting fermions at finite fermion density and finite temperature. Such low-dimensional models are used to describe long-energy properties of Dirac-type materials in condensed matter physics. The large-N solutions of the Gross-Neveu, Nambu-Jona-Lasinio and Thirring models are presented in great detail, where N denotes the number of fermion flavors. Towards the end of the book corrections to the large-N solution and simulation results of a finite number of fermion flavors are presented. Further problems are added at the end of each chapter in order to guide the reader to a deeper understanding of the presented topics. This book is meant for advanced students and young researchers who want to acquire the necessary tools and experience to produce research results in the statistical approach to Quantum Field Theory.
Statistical Field Theory for Neural Networks
Statistical Field Theory for Neural Networks - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Statistical Field Theory for Neural Networks write by Moritz Helias. This book was released on 2020-08-20. Statistical Field Theory for Neural Networks available in PDF, EPUB and Kindle. This book presents a self-contained introduction to techniques from field theory applied to stochastic and collective dynamics in neuronal networks. These powerful analytical techniques, which are well established in other fields of physics, are the basis of current developments and offer solutions to pressing open problems in theoretical neuroscience and also machine learning. They enable a systematic and quantitative understanding of the dynamics in recurrent and stochastic neuronal networks. This book is intended for physicists, mathematicians, and computer scientists and it is designed for self-study by researchers who want to enter the field or as the main text for a one semester course at advanced undergraduate or graduate level. The theoretical concepts presented in this book are systematically developed from the very beginning, which only requires basic knowledge of analysis and linear algebra.
