Basic HTML version of Foils prepared October 22 1997

Foil 76 Simulation of Spin Models of Magnets

From GCF Talk U - Lewis/NASA 3/9/92 Mardi Gras Conference on Concurrent Computing in Physical Sciences -- February 18, 1993. by Geoffrey C. Fox


Simple models reproduce quantitative behavior of real magnetic materials with complex interactions
Fundamental to the development of the theory of phase transitions and critical phenomena, which has very wide applicability.
Computational algorithms and techniques can be applied to other fields, e.g.
  • Monte Carlo simulation of lattice models of quantum field theory and quantum gravity
  • simulation of polymers, proteins, cell membranes
  • simulated annealing and other "physical" methods for global optimization
  • neural networks
  • condensed matter problems, e.g. superconducters
Since the models are simple and exact results are known in some cases (e.g. 2-d Ising Model), these are used as a testing ground for new computational techniques, e.g.
  • Monte Carlo Algorithms
  • measurements and data analysis
  • random numbers generators



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