Introduction to Tensor Network Methods
Produktnummer:
18104f72ee33514fdea994300ebaa1de76
| Autor: | Montangero, Simone |
|---|---|
| Themengebiete: | computational quantum physics textbook global symmetries lattice gauge theories simulations matrix diagonalization numerical simulations in quantum mechanics quantum many-body problem quantum phase transitions tensor network methods |
| Veröffentlichungsdatum: | 10.12.2018 |
| EAN: | 9783030014087 |
| Sprache: | Englisch |
| Seitenzahl: | 172 |
| Produktart: | Gebunden |
| Verlag: | Springer International Publishing |
| Untertitel: | Numerical simulations of low-dimensional many-body quantum systems |
Produktinformationen "Introduction to Tensor Network Methods"
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.
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