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Maciej Lewenstein Gang Su Luca Tagliacozz Tensor Network Contraction (Paperback)
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- Book Title
- Tensor Network Contractions
- Title
- Tensor Network Contractions
- ISBN-10
- 1013273621
- EAN
- 9781013273629
- ISBN
- 9781013273629
- Genre
- Science Nature & Math
- Release Date
- 08/10/2020
- Release Year
- 2020
- Item Length
- 216mm
- Publication Year
- 2020
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Publication Name
- Tensor Network Contractions
- Item Height
- 280 mm
- Publisher
- Saint Philips Street Press
- Subject
- Physics
- Item Weight
- 386 g
- Item Width
- 216 mm
- Number of Pages
- 160 Pages
關於產品
Product Information
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 decomposition techniques and quantum simulations are also represented in this book to help the readers to better understand tensor network. This open access 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. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.
Product Identifiers
Publisher
Saint Philips Street Press
ISBN-13
9781013273629
eBay Product ID (ePID)
26046530635
Product Key Features
Publication Year
2020
Subject
Physics
Number of Pages
160 Pages
Language
English
Publication Name
Tensor Network Contractions
Type
Textbook
Format
Paperback
Dimensions
Item Height
280 mm
Item Weight
386 g
Item Width
216 mm
Additional Product Features
賣家提供的物品說明
商業賣家資料
增值稅識別編號：
- GB 864 1548 11
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