Introduction to Tensor Network Methods

Introduction to Tensor Network Methods
Author :
Publisher : Springer
Total Pages : 172
Release :
ISBN-10 : 9783030014094
ISBN-13 : 3030014096
Rating : 4/5 (94 Downloads)

Book Synopsis Introduction to Tensor Network Methods by : Simone Montangero

Download or read book Introduction to Tensor Network Methods written by Simone Montangero and published by Springer. This book was released on 2018-11-28 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Introduction to Tensor Network Methods Related Books

Introduction to Tensor Network Methods
Language: en
Pages: 172
Authors: Simone Montangero
Categories: Science
Type: BOOK - Published: 2018-11-28 - Publisher: Springer

DOWNLOAD EBOOK

This volume of lecture notes briefly introduces the basic concepts needed in any computational physics course: software and hardware, programming skills, linear
Tensor Network Contractions
Language: en
Pages: 160
Authors: Shi-Ju Ran
Categories: Science
Type: BOOK - Published: 2020-01-27 - Publisher: Springer Nature

DOWNLOAD EBOOK

Tensor network is a fundamental mathematical tool with a huge range of applications in physics, such as condensed matter physics, statistic physics, high energy
Emergent Phenomena in Correlated Matter
Language: en
Pages: 562
Authors: Eva Pavarini
Categories:
Type: BOOK - Published: 2013 - Publisher: Forschungszentrum Jülich

DOWNLOAD EBOOK

Quantum Chemistry and Dynamics of Excited States
Language: en
Pages: 52
Authors: Leticia González
Categories: Science
Type: BOOK - Published: 2021-02-01 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

An introduction to the rapidly evolving methodology of electronic excited states For academic researchers, postdocs, graduate and undergraduate students, Quantu
Tensors: Geometry and Applications
Language: en
Pages: 464
Authors: J. M. Landsberg
Categories: Mathematics
Type: BOOK - Published: 2011-12-14 - Publisher: American Mathematical Soc.

DOWNLOAD EBOOK

Tensors are ubiquitous in the sciences. The geometry of tensors is both a powerful tool for extracting information from data sets, and a beautiful subject in it