Introduction to Tensor Network Methods | Buch

Cover: 9783030014087 | Introduction to Tensor Network Methods | Simone Montangero | Buch | XV

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Sprache: Englisch

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Beschreibung

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.

Über den Autor

Simone Montangero received his Ph.D. in theoretical physics from the University of Milano and the Habilitation in theoretical physics from the University of Ulm. He is now leading the line of research on quantum science and technology at the Department of Physics and Astronomy of University of Padova, where he is Full Professor since 2017. He has been a Heisenberg Fellow of the German Science Foundation, a Humboldt Fellow and he is an IQOQI visiting fellow of the Institute for Quantum Optics and Quantum Information of the Austrian Academy of Science. He has pioneered the development of tensor network methods for quantum technologies and the application of optimal control theory to many-body quantum systems. He has been one of the principal actors in the development and application of tensor networks for lattice gauge theories. He has been involved in several national and European projects and is a member of the Science and Engineering Board of the Quantum Flagship.

Zusammenfassung

Offers self-contained and course-tested lecture notes

Describes the study of lattice gauge theories via tensor network methods for the first time

Serves as a unique reference for computational physicists working in quantum science

Inhaltsverzeichnis

Introduction.- Part I: Software and Hardware.- Lesson 1: Computer for Physicists.- Lesson 2: Software for Physicists.- Part II: Crash Programming Course.- Lesson 3: Fortran.- Lesson 4: Python.- Lesson 5: Gnuplot.- Part III: Single-Body Problem.- Lesson 6: Matrix Diagonalization.- Lesson 7: Integrals.- Lesson 8: Differential Equations.- Part IV: Many-Body Problem.- Lesson 9: Monte Carlo.- Lesson 10: Renormalization Group.- Lesson 11: Tensor Networks.- Part V: Symmetries.- Lesson 12: Group Theory.- Lesson 13: Quantum Phase Transitions.- Lesson 14: Global Symmetries.- Lesson 15: Gauge Theories.

Details

Erscheinungsjahr:	2018
Fachbereich:	Astronomie
Genre:	Physik
Rubrik:	Naturwissenschaften & Technik
Thema:	Lexika
Medium:	Buch
Inhalt:	xv 172 S. 11 s/w Illustr. 30 farbige Illustr. 172 p. 41 illus. 30 illus. in color.
ISBN-13:	9783030014087
ISBN-10:	3030014088
Sprache:	Englisch
Herstellernummer:	978-3-030-01408-7
Ausstattung / Beilage:	HC runder Rücken kaschiert
Einband:	Gebunden
Autor:	Montangero, Simone
Auflage:	1st ed. 2018
Hersteller:	Springer International Publishing Springer International Publishing AG
Maße:	241 x 160 x 16 mm
Von/Mit:	Simone Montangero
Erscheinungsdatum:	10.12.2018
Gewicht:	0,453 kg

Artikel-ID: 114275486