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.
Ran, Shi-Ju, (author)
Chen, Xi, (author) / Lewenstein, Maciej, (author) / Peng, Cheng, (author) / Su, Gang, (author) / Tagliacozzo, Luca, (author) / Tirrito, Emanuele, (author)
1st edition 2020.
Cham : Springer, 2020
XIV, 150 pages 68 illustrations, 65 illustrations in color (online resource)
Lecture Notes in Physics ; 964
Full Text
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.