Introduction to Tensor Networks

Technische Universität München

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Tensor Networks (TUM) - Script / Notes
  • Tensor Networks (TUM) - Script / Notes

  • Class notes • 32 pages • 2025
  • Available in package deal
  • 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
  • Tensor Networks (TUM) - Cheatsheet

  • Summary • 3 pages • 2025
  • Available in package deal
  • 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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  • $9.87
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