Tropical Tensor Networks

Tropical Tensor Networks

Institute for Pure & Applied Mathematics (IPAM) via YouTube Direct link

Tensor network contraction orde

11 of 15

11 of 15

Tensor network contraction orde

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Tropical Tensor Networks

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  1. 1 Intro
  2. 2 Example: frustrated Ising model on a fog
  3. 3 Tropical tensor networks for Ising spin glasses
  4. 4 Tropical tensor network contraction → ground state energy value problemi
  5. 5 Physical understanding of the tropical algebra
  6. 6 Gradient with respect to the field → ground state configuration optimization proble
  7. 7 Mix tropical with ordinary algebra → ground state degeneracy counting problem
  8. 8 Counting with tensor networ
  9. 9 Exact computation on 1 Nvidia V100
  10. 10 More combinatorial optimization counting problems
  11. 11 Tensor network contraction orde
  12. 12 Solve spin glass with a quantum circuit simulator
  13. 13 Square lattice spin glasses
  14. 14 Chimera graph Ising spin glas
  15. 15 Summary

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