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Efficient gradient estimation using finite differencing and likelihood ratios for kinetic Monte Carlo simulations.

Jacob A. McGillBabatunde A. OgunnaikeDionisios G. Vlachos
Published in: J. Comput. Phys. (2012)
Keyphrases
  • monte carlo simulation
  • gradient estimation
  • monte carlo
  • markov chain
  • maximum likelihood
  • probability distribution
  • variance reduction