Tensor Network Contractions : Methods and Applications to Quantum Many-Body S...
by Cheng Peng, Shi-Ju Ran, Luca Tagliacozzo, Xi Chen, Emanuele Tirrito
$68 · Offered by eBay
Tensor Network Contractions : Methods and Applications to Quantum Many-Body Systems, Paperback by Ran, Shi-ju; Tirrito, Emanuele; Peng, Cheng; Chen, XI; Tagliacozzo, Luca, ISBN 3030344886, ISBN-13 9783030344887, Like New Used, Free shipping in the US Tensor network is a fundamental mathematical tool with a huge range of applications in physics, such as condensed matter physics, statistic physics, high energy physics, and quantum information sciences. This open access book aims to explain the tensor network contraction approaches in a systematic way, from the basic definitions to the important applications. This book is also useful to those who apply tensor networks in areas beyond physics, such as machine learning and the big-data analysis. Tensor network originates from the numerical renormalization group approach proposed by K. G. Wilson in 1975. Through a rapid development in the last two decades, tensor network has become a powerful numerical tool that can efficiently simulate a wide range of scientific problems, with particular success in quantum many-body physics. Varieties of tensor network algorithms have been proposed for different problems. However, the connections among different algorithms are not well discussed or reviewed. To fill this gap, this book explains the fundamental concepts and basic ideas that connect and/or unify different strategies of the tensor network contraction algorithms. In addition, some of the recent progresses in dealing with tensor decomp
- Publisher: Springer International Publishing A&G
- Year: 2020
- Binding: Paperback
- ISBN: 9783030344887
- Condition: Fine
Found via Rare Books Intel, a search across rare-book dealers, auction houses and marketplaces worldwide.