Introduction to Tensor Network Methods: Numerical simulations of low-dimensional many-body quantum systems
暫譯: 張量網路方法入門:低維多體量子系統的數值模擬

Simone Montangero

  • 出版商: Springer
  • 出版日期: 2018-12-10
  • 售價: $7,180
  • 貴賓價: 9.5$6,821
  • 語言: 英文
  • 頁數: 172
  • 裝訂: Hardcover
  • ISBN: 3030014088
  • ISBN-13: 9783030014087
  • 相關分類: 量子 Quantum
  • 海外代購書籍(需單獨結帳)

商品描述

This volume of lecture notes briefly introduces the basic concepts needed in any computational physics course: software and hardware, programming skills, linear algebra, and differential calculus. It then presents more advanced numerical methods to tackle the quantum many-body problem: it reviews the numerical renormalization group and then focuses on tensor network methods, from basic concepts to gauge invariant ones. Finally, in the last part, the author presents some applications of tensor network methods to equilibrium and out-of-equilibrium correlated quantum matter.

The book can be used for a graduate computational physics course. After successfully completing such a course, a student should be able to write a tensor network program and can begin to explore the physics of many-body quantum systems. The book can also serve as a reference for researchers working or starting out in the field. 

商品描述(中文翻譯)

這本講義簡要介紹了任何計算物理課程所需的基本概念:軟體和硬體、程式設計技能、線性代數和微分計算。接著,它介紹了更高級的數值方法來解決量子多體問題:回顧數值重整化群,然後專注於張量網路方法,從基本概念到規範不變的概念。最後,在最後一部分,作者介紹了一些張量網路方法在平衡和非平衡相關量子物質中的應用。

這本書可以用於研究生計算物理課程。成功完成這樣的課程後,學生應能編寫張量網路程式,並開始探索多體量子系統的物理。這本書也可以作為在該領域工作或剛入門的研究人員的參考資料。