Phase Transitions - From Physics to Computer Science

Phase Transitions - From Physics to Computer Science

ICTP Mathematics via YouTube Direct link

The seven bridges from Königsberg (1735)

9 of 15

9 of 15

The seven bridges from Königsberg (1735)

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Phase Transitions - From Physics to Computer Science

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  1. 1 Phase transitions: from physics to computer science
  2. 2 Water phase diagram
  3. 3 A tiny bit of physics: principle of minimum of thermodynamic potential
  4. 4 Free energy potential: the perpetual tension between order and disorder...
  5. 5 Mean-field model of imitation effects
  6. 6 Ferromagnetism and Ising model
  7. 7 Vicsek model
  8. 8 Phase transitions in combinatorial optimisation
  9. 9 The seven bridges from Königsberg (1735)
  10. 10 Hamiltonian path problem: Can we find a path that encounters each NODE a SINGLE TIME?
  11. 11 3-colouring of random graphs
  12. 12 Phase transitions in communications: the birth of information theory
  13. 13 Fundamental limit to communication: channel capacity
  14. 14 Nucleation in error-correction: spatial coupling
  15. 15 Perceptron learning for classification

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