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Talk slides
- Infinite DMRG and the Matrix Product Toolkit. This is a good starting point for learning about the iMPS tools. idmrg-intro.pdf
- Talk given at the Fourth Workshop on Tensor Network States: Algorithms and Applications, Hsinchu, Taiwan, 12/12/2016. tnsaa-2016-12-12.pdf
- Talk given at the Workshop and Symposium on "DMRG Technique for Strongly Correlated Systems in Physics and Chemistry", Natal, Brazil, 26/6/2015. Brazil2015.pdf
MPS literature that is directly applicable to the Toolkit
DMRG review literature
- U. Schollwöck, The density-matrix renormalization group in the age of matrix product states, Annals of Physics 326, 96 (2011) http://dx.doi.org/10.1016/j.aop.2010.09.012
- Older review by Schollwöck, Rev. Mod. Phys. 77, 259 (2005).
- The Phd Thesis of Ian McCulloch contains a chapter introducing DMRG, also contains a comprehensive discussion of non-abelian symmetries.
- Cirac et al, Matrix Product States and Projected Entangled Pair States: Concepts, Symmetries, and Theorems https://arxiv.org/abs/2011.12127
- Garnet Kin-Lic Chan and Sandeep Sharma, The Density Matrix Renormalization Group in Quantum Chemistry https://www.annualreviews.org/doi/abs/10.1146/annurev-physchem-032210-103338
Tensor network websites
Online courses
Tensor network review literature
- Mari Carmen Bañuls, ''Tensor Network Algorithms: a Route Map``, https://arxiv.org/abs/2205.10345
- R. Orus, A Practical Introduction to Tensor Networks: Matrix Product States and Projected Entangled Pair States, Annals of Physics 349, 117 (2014) doi:10.1016/j.aop.2014.06.013
- http://quamplexity.org/tensor-network-states/
- Jacob Biamonte, Ville Bergholm, Tensor Networks in a Nutshell https://arxiv.org/abs/1708.00006
- Kouichi Okunishi, Tomotoshi Nishino, and Hiroshi Ueda, Developments in the Tensor Network — from Statistical Mechanics to Quantum Entanglement, J. Phys. Soc. Jpn. 91, 062001 (2022) https://doi.org/10.7566/JPSJ.91.062001
General literature for DMRG
- The original articles: Phys. Rev. Lett. 69, 2863 (1992) and Phys. Rev. B 48, 10345 (1993). Almost all DMRG papers cite one, usually both, of these articles. As of June 2017, the PRL has over 2,800 citations.
- The Ph.D. thesis of Carsten Raas, Dynamic Density-Matrix Renormalization for the Symmetric Single Impurity Anderson Model
- Time evolution algorithms for Matrix Product States and DMRG, by Juan Jose Garcia-Ripoll, cond-mat/0610210
- Doctoral diploma dissertation by Thomas Barthel, Entanglement entropy in quantum many-particle systems and their simulation via ansatz states.
- Good preprint cond-mat/0703037 from E. Sorensen et al., the introduction contains a nice review of entropy in condensed matter systems, and lots of references.
- Preprint cond-mat/0701428, from I. McCulloch, on the connection between DMRG and MPS
- quant-ph/0703044, Entanglement in Many-Body Systems by Luigi Amico et al.
Magazine articles, viewpoints etc
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