Syllabus

  • Random walks and Markov chains and relation with diffusion equation
  • Metropolis algorithm, detailed balance and ergodicity
  • Simple spin systems and phase transitions
  • Variational Monte Carlo
  • How to construct trial wave functions for quantum systems