Tensor Network Contractions [E-Book] : Methods and Applications to Quantum Many-Body Systems / by Shi-Ju Ran, Emanuele Tirrito, Cheng Peng, Xi Chen, Luca Tagliacozzo, Gang Su, Maciej Lewenstein.
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...
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Full text |
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Personal Name(s): | Ran, Shi-Ju, author |
Chen, Xi, author / Lewenstein, Maciej, author / Peng, Cheng, author / Su, Gang, author / Tagliacozzo, Luca, author / Tirrito, Emanuele, author | |
Edition: |
1st edition 2020. |
Imprint: |
Cham :
Springer,
2020
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Physical Description: |
XIV, 150 pages 68 illustrations, 65 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783030344894 |
DOI: |
10.1007/978-3-030-34489-4 |
Series Title: |
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Lecture Notes in Physics ;
964 |
Subject (LOC): |
- Introduction
- Tensor Network: Basic Definitions and Properties
- Two-Dimensional Tensor Networks and Contraction Algorithms
- Tensor Network Approaches for Higher-Dimensional Quantum Lattice Models
- Tensor Network Contraction and Multi-Linear Algebra
- Quantum Entanglement Simulation Inspired by Tensor Network
- Summary.