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Modeling, Simulation, and Decision Making: Cellular Automata, Networks, and Monte Carlo simulations.

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CS166 - Modelling, Simulation and Decision Making

Taken Spring 2020, Buenos Aires with Prof. Scheffler.

Topics covered:

  • Monte Carlo sampling techniques (MCMC, Hamiltonian, Metropolis-Hastings)
  • Cellular automata modelling and simulations
  • Analysis of cellular automata using Renormalization Group Analysis and Mean Field Approximations
  • Dynamic Network Simulations (Page Rank Algorithm, Watts-Strogatz, Barabasi, Erdos Renyi)

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