Book Details

978-3-030-34489-4

Tensor Network Contractions Methods and Applications to Quantum Many-Body Systems

Publication year: 2020

ISBN: 978-3-030-34489-4

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This book is intended for graduated students, but can also be used as a professional book for researchers in the related fields. To understand most of the contents in the book, only basic knowledge of quantum mechanics and linear algebra is required. In order to fully understand some advanced parts, the reader will need to be familiar with notion of condensed matter physics and quantum information, that however are not necessary to understand the main parts of the book. This book is a good source for non-specialists on quantum physics to understand tensor network algorithms and the related mathematics.


Subject: Physics and Astronomy / Mathematical Methods in Physics / Quantum Physics / Quantum Optics / Statistical Physics and Dynamical Systems / Machine Learning / Elementary Particles, Quantum Field Theory / strongly-correlated systems / quantum circuits / quantum simulations in many-body systems / renormalization group/multi-linear algebra / tensor decompositions / quantum entanglement