Introduction to Tensor Networks
Technische Universität München
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Tensor Networks (TUM) - Script and Cheatsheet
- Package deal • 2 items • 2025
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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.
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Tensor Networks (TUM) - Script / Notes
- Class notes • 32 pages • 2025
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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...
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Tensor Networks (TUM) - Cheatsheet
- Summary • 3 pages • 2025
- Available in package deal
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- $9.87
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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).
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