Tensor Network Contractions Methods and Applications to Quantum Many-Body Systems /
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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| Main Authors: | , , , , , , |
|---|---|
| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2020.
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| Edition: | 1st ed. 2020. |
| Series: | Lecture Notes in Physics,
964 |
| Subjects: | |
| Online Access: | Link to Metadata |
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Table of Contents:
- 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.