Introduction to Tensor Networks

Technische Universität München

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Tensor Networks (TUM) - Script and Cheatsheet

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Tensor Networks (TUM) - Script and Cheatsheet
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2

juin 2025
Perfect set of documents (script and cheat sheet / summary) to get you successfully through the "Tensor Networks" exam, held by Prof. Christian B. Mendl at TUM in the Computer Science master. Check out the individual documents to see what topics they cover.
AdelinaB
$12.93 Plus d'infos

Notes de cours

Tensor Networks (TUM) - Script / Notes
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32

juin 2025

2022/2023
A nicely written script for the lecture "Tensor Networks" offered by Prof. Christian B. Mendl at TUM. It includes the following topics: Mathematical Framework and graphical diagrams, Canonical tensor formats and low rang approximation, Tucker decomposition, Tensor train / Matrix product states (MPS), Applications to quantum and condensed matter physics, entanglement and the area law, DMRG algorithm, TEBD algorithm, Application to quantum computers, Gradient computation and relations to mac...
AdelinaB
$10.19 Plus d'infos

Resume

Tensor Networks (TUM) - Cheatsheet
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3

juin 2025

2022/2023
The perfect cheat sheet for the lecture "Tensor Networks" offered by Prof. Christian B. Mendl at TUM. It includes all topics from the corresponing script (also uploaded here).
AdelinaB
$10.19 Plus d'infos

Introduction to Tensor Networks

Technische Universität München

Tensor Networks (TUM) - Script and Cheatsheet

Tensor Networks (TUM) - Script / Notes

Tensor Networks (TUM) - Cheatsheet